@article{Eggenberger1923, title = {\"U}ber die Statistik verketteter Vorg{\"a}nge, authors = F Eggenberger and G P{\'o}lya, year = 1923, journal = Theoria, month = 01, number = 4, pages = 279--289, volume = 3, doi = 10.1002/zamm.19230030407, }
@book{Woolf1927, title = To the Lighthouse, authors = Virginia Woolf, year = 1927, month = 05, }
@article{Sapir1929, title = The Status of Linguistics as a Science, authors = E Sapir, year = 1929, journal = Language, month = 12, pages = 207--214, volume = 5, URL = http://www.jstor.org/stable/409588, }
@article{Carmichael1932, title = An experimental study of the effect of language on the reproduction of visually perceived form., authors = L Carmichael and H P Hogen and A A Walter, year = 1932, journal = Journal of Experimental Psychology, month = 01, number = 1, pages = 73--86, volume = 15, URL = http://content.apa.org/journals/xge/15/1/73, }
@article{Firth1935, title = THE TECHNIQUE OF SEMANTICS., authors = J R Firth, year = 1935, journal = Transactions of the Philological Society, month = 11, number = 1, pages = 36--73, volume = 34, doi = 10.1111/j.1467-968X.1935.tb01254.x, }
@article{Turing1937, title = On Computable Numbers, with an Application to the Entscheidungsproblem, authors = Alan M Turing, year = 1937, journal = London Mathematical Society, month = 01, pages = 230--265, URL = http://www.cs.virginia.edu/~robins/Turing_Paper_1936.pdf, }
@article{Whorf1940, title = Science and Linguistics, authors = Benjamin Lee Whorf, year = 1940, journal = Technical Report, month = 04, pages = 229--231,247-248, volume = 42, URL = http://www.google.com/url?sa, }
@article{Turing1948, title = Intelligent Machinery, authors = Alan M. Turing, year = 1948, journal = Mechanical Intelligence, volume = 1, }
@article{Weaver1949, title = Translation, authors = W Weaver, year = 1949, journal = Mimeographed, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Turing1950, title = Computing Machinery and Intelligence, authors = Alan M Turing, year = 1950, journal = Mind: A Quarterly Review of Psychology and Philosophy, month = 10, pages = 1--28, volume = 59, URL = http://www.axnzero.com/bbs/viewthread.php?tid, }
@article{Robbins1951, title = A Stochastic Approximation Method, authors = Herbert Robbins and Sutton Monro, year = 1951, journal = The Annals of Mathematical Statistics, month = 09, number = 3, pages = 400--407, volume = 22, URL = http://projecteuclid.org/euclid.aoms/1177729586, }
@article{Turing1952, title = The Chemical Basis of Morphogenesis, authors = Alan M Turing, year = 1952, journal = Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences, month = 08, pages = 37--72, volume = 237, URL = http://www.dna.caltech.edu/courses/cs191/paperscs191/turing.pdf, }
@article{Good1953, title = The Population Frequencies of Species and the Estimation of Population Parameters, authors = I J Good, year = 1953, journal = Biometrika, month = 12, pages = 237--264, volume = 40, doi = 10.2307/2333344, }
@book{Wittgenstein1953, title = Philosophical Investigations, authors = Ludwig Wittgenstein, year = 1953, month = 01, URL = http://gormendizer.co.za/wp-content/uploads/2010/06/Ludwig.Wittgenstein.-.Philosophical.Investigations.pdf, }
@article{Harris1954, title = Distributional Structure, authors = Zellig S Harris, year = 1954, journal = Word, month = 01, pages = 146--162, volume = 10, URL = https://mail.google.com/mail/u/0/?shva, }
@article{Hoijer1954, title = The Sapir–Whorf hypothesis, authors = Harry Hoijer, year = 1954, journal = Hoijer, pages = 92–105, }
@article{Chomsky1956, title = Three models for the description of language, authors = Noam Chomsky, year = 1956, journal = Information Theory, IRE Transactions on, month = 09, number = 3, pages = 113--124, volume = 2, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@book{Curry1958, title = Combinatory Logic, authors = Haskell B Curry and Robert Feys, year = 1958, month = 01, pages = 1--424, volume = I, }
@article{Lambek1958, title = The Mathematics of Sentence Structure, authors = Joachim Lambek, year = 1958, journal = The American Mathematical Monthly, month = 03, number = 3, pages = 154, volume = 65, URL = http://www.jstor.org/stable/2310058?origin, }
@article{Rosenblatt1958, title = The Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain, authors = F Rosenblatt, year = 1958, journal = Psychological Review, month = 01, volume = 65, URL = http://www.ling.upenn.edu/courses/cogs501/Rosenblatt1958.pdf, }
@article{Chomsky1959, title = On certain formal properties of grammars, authors = Noam Chomsky, year = 1959, journal = Information and Control, month = 06, number = 2, pages = 137--167, volume = 2, URL = http://linkinghub.elsevier.com/retrieve/pii/S0019995859903626, }
@book{Tesni{\`e}re1959, title = {\'E}l{\'e}ments de Syntaxe Structurale, authors = Lucien Tesni{\`e}re, year = 1959, month = 01, }
@article{Lamperti1960, title = Criteria for the Recurrence or Transience of Stochastic Process., authors = J Lamperti, year = 1960, journal = J. Math, month = 01, URL = http://www.osti.gov/energycitations/product.biblio.jsp?osti_id, }
@article{Pollack1964, title = Intelligibility of excerpts from fluent speech: Auditory vs. structural context, authors = Irwin Pollack and J M Pickett, year = 1964, journal = Journal of Verbal Learning and Verbal Behavior, month = 02, number = 1, pages = 79--84, volume = 3, URL = http://linkinghub.elsevier.com/retrieve/pii/S0022537164800621, }
@article{Williams1964, title = Algorithm 232 - Heapsort, authors = J W J Williams, year = 1964, journal = Communications of the ACM, month = June, pages = 347--349, volume = 7, URL = http://cacm.acm.org/magazines/1964/6/13668-algorithms/abstract, }
@book{Chomsky1965, title = Aspects of the Theory of Syntax, authors = Noam Chomsky, year = 1965, month = 01, pages = 1--261, URL = http://www.mediafire.com/?kwla34oy86exfdy, }
@article{Kasami1965, title = AN EFFICIENT RECOGNITION AND SYNTAXANALYSIS ALGORITHM FOR CONTEXT-FREE LANGUAGES., authors = Tadao Kasami, year = 1965, month = 07, URL = http://www.dtic.mil/docs/citations/AD0626731, }
@article{Simmons1965, title = Answering English questions by computer: a survey, authors = R F Simmons, year = 1965, journal = Communications of the ACM, month = 01, number = 1, volume = 8, URL = http://dl.acm.org/citation.cfm?id, }
@article{{Scudder}1965, title = Probability of error of some adaptive pattern-recognition machines, authors = H. {Scudder}, year = 1965, journal = IEEE Transactions on Information Theory, number = 3, pages = 363-371, volume = 11, }
@article{Parikh1966, title = On Context-Free Languages, authors = Rohit J. Parikh, year = 1966, journal = Journal of the ACM, month = 10, number = 4, pages = 570--581, volume = 13, URL = http://portal.acm.org/citation.cfm?doid, }
@article{Baum1967, title = An inequality with applications to statistical estimation for probabilistic functions of Markov processes and to a model for ecology, authors = Leonard E. Baum and J. A. Eagon, year = 1967, journal = Bulletin of the American Mathematical Society, number = 3, pages = 360 -- 363, volume = 73, }
@inproceedings{Gold1967, title = Language identification in the limit, authors = E Mark Gold, year = 1967, booktitle = Information and Control, month = 01, volume = 10, URL = http://www.isrl.illinois.edu/~amag/langev/paper/gold67limit.html, }
@article{Younger1967, title = Recognition and parsing of context-free languages in time n3, authors = Daniel H Younger, year = 1967, journal = Information and Control, month = 02, number = 2, pages = 189--208, volume = 10, URL = http://linkinghub.elsevier.com/retrieve/pii/S001999586780007X, }
@article{Aho1968, title = Indexed Grammars---An Extension of Context-Free Grammars, authors = Alfred V Aho, year = 1968, journal = Journal of the ACM, month = 10, number = 4, pages = 647--671, volume = 15, URL = http://portal.acm.org/citation.cfm?doid, }
@article{Chow1968, title = Approximating discrete probability distributions with dependence trees, authors = C K Chow and C N Lieu, year = 1968, journal = IEEE Transactions on Information Theory, month = 05, volume = 14, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@phdthesis{Horning1969, title = A Study of Grammatical Inference, authors = James Jay Horning, year = 1969, school = Stanford University, month = 01, URL = http://wwwlib.umi.com/dissertations/fullcit/7010465, }
@article{Collins1969, title = Retrieval time from semantic memory, authors = Allan M Collins and M Ross Quillian, year = 1969, journal = Journal of Verbal Learning and Verbal Behavior, month = 04, number = 2, pages = 240--247, volume = 8, URL = http://linkinghub.elsevier.com/retrieve/pii/S0022537169800691, }
@inproceedings{Wolfe1969, title = Convergence Conditions for Ascent Methods, authors = Philip Wolfe, year = 1969, booktitle = SIAM review, month = 01, volume = 11, URL = http://epubs.siam.org/sirev/resource/1/siread/v11/i2/p226_s1?isAuthorized, }
@article{Chomsky1970, title = Remarks on nominalization, authors = Noam Chomsky, year = 1970, journal = Reading in English Transformational Grammar, month = 01, pages = 184--221, URL = http://babel.ucsc.edu/~hank/mrg.readings/Chomsky1970_Nominalization.pdf, }
@article{Montague1970, title = Universal grammar, authors = Richard Montague, year = 1970, journal = Theoria, month = 12, number = 3, pages = 373--398, volume = 36, doi = 10.1111/j.1755-2567.1970.tb00434.x, }
@article{Ruggeri1970, title = “Why is Toma late to school again?” Preschoolers identify the most informative questions, authors = Azzurra Ruggeri and Zi Lin Sim and Fei Xu, year = 1970, journal = Developmental Psychology, volume = 53, }
@article{Held1971, title = The Traveling-Salesman Problem and Minimum Spanning Trees: Part II, authors = Michael Held and Richard M Karp, year = 1971, journal = Mathematical Programming I, month = 01, URL = http://www.springerlink.com/content/pr1024v56u474704/references/, }
@article{Eimas1971, title = SpeechPerception, authors = Peter D Eimas and Einar R Siqueland and Peter Jusczyk and James Vigorito, year = 1971, journal = Science, month = 01, pages = 303--306, volume = 171, }
@article{Winograd1971, title = Procedures as a Representation for Data in a Computer Program for Understanding Natural Language, authors = Terry Winograd, year = 1971, journal = MIT, month = 02, URL = http://oai.dtic.mil/oai/oai?verb, }
@article{Kincaid1972, title = Use of the Automated Readability Index for Evaluating Peer-Prepated Material for Use in Adult Reading Education., authors = JP Kincaid, year = 1972, month = 01, URL = http://www.eric.ed.gov/ERICDocs/data/ericdocs2sql/content_storage_01/0000019b/80/3b/2d/b3.pdf, }
@article{Darroch1972, title = Generalized Iterative Scaling for Log-Linear Models, authors = J N Darroch and D Ratcliff, year = 1972, journal = The Annals of Mathematical Statistics, month = 10, number = 5, pages = 1470--1480, volume = 43, URL = http://www.jstor.org/stable/2240069, }
@article{Schank1972, title = Conceptual Dependency: A Theory of Natural Language Understanding, authors = Roger C Schank, year = 1972, journal = Cognitive Psychology, month = 09, pages = 80, volume = 3, }
@inproceedings{Ervin-Tripp1973, title = Some Strategies for the First Two Years, authors = Susan Ervin-Tripp, year = 1973, booktitle = Cognitive Development and Acquisition of Language, pages = 261 - 286, doi = https://doi.org/10.1016/B978-0-12-505850-6.50018-9, URL = http://www.sciencedirect.com/science/article/pii/B9780125058506500189, }
@article{Ferguson1973, title = A Bayesian Analysis of Some Nonparametric Problems, authors = Thomas S Ferguson, year = 1973, journal = The Annals of Statistics, month = 03, pages = 209--230, volume = 1, URL = http://www.ams.org/mathscinet-getitem?mr, }
@inproceedings{Kosinski1973, title = A data flow language for operating systems programming, authors = Paul Kosinski, year = 1973, booktitle = Proceeding of ACM SIGPLAN - SIGOPS interface meeting on Programming languages - operating systems, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@article{Blackwell1973, title = Ferguson Distributions Via Polya Urn Schemes, authors = David Blackwell and James B MacQueen, year = 1973, journal = The Annals of Statistics, month = 03, number = 2, pages = 353--355, volume = 1, URL = http://projecteuclid.org/euclid.aos/1176342372, }
@article{Montague1973, title = The Proper Treatment of Quantification in Ordinary English, authors = Richard Montague, year = 1973, journal = Approaches to Natural Language, month = 12, pages = 221--242, URL = http://semantics.uchicago.edu/kennedy/classes/s08/semantics2/montague73.pdf, }
@article{Booth1973, title = Applying probability measures to abstract languages, authors = TL Booth and RA Thompson, year = 1973, journal = IEEE Transactions on Computers, month = 01, pages = 442--450, }
@article{Antoniak1974, title = Mixtures of Dirichlet Processes with Applications to Bayesian Nonparametric Problems, authors = Charles E Antoniak, year = 1974, journal = The Annals of Statistics, month = 11, pages = 1152--1174, volume = 2, URL = http://www.cs.berkeley.edu/~jordan/courses/281B-spring04/readings/antoniak.pdf, }
@article{Cromer1974, title = The development of language and cognition: The cognition hypothesis, authors = Richard F Cromer, year = 1974, journal = New perspectives in child development, pages = 184--252, }
@article{Ferguson1974, title = Prior Distributions on Spaces of Probability Measures, authors = Thomas S Ferguson, year = 1974, journal = The Annals of Statistics, month = 07, number = 4, pages = 615--629, volume = 2, URL = http://projecteuclid.org/euclid.aos/1176342752, }
@article{Jelinek1975, title = Design of a linguistic statistical decoder for the recognition of continuous speech, authors = Frederick Jelinek and Lalit R. Bahl and Robert L Mercer, year = 1975, journal = IEEE Transactions on Information Theory, month = May, number = 3, pages = 250--256, volume = 21, }
@article{Grice1975, title = Logic and Conversation, authors = Herbert Paul Grice and P Cole and J J Morgan, year = 1975, journal = Syntax and Semantics, volume 3: Speech Acts, month = 01, pages = 41--58, URL = https://edge.edx.org/asset-v1:Brown+CSCI2951-K+2015_T2+type@asset+block/grice75.pdf, }
@article{Bates1975, title = THE ACQUISITION OF PERFORMATIVES PRIOR TO SPEECH, authors = Elizabeth Bates and Luigia Camaioni and Virginia Volterra, year = 1975, journal = Merrill-Palmer Quarterly of Behavior and Development, number = 3, pages = 205--226, volume = 21, URL = http://www.jstor.org/stable/23084619, }
@article{Leeuw1976, title = Applications of Convex Analysis to Multidimensional Scaling, authors = Jan De Leeuw, year = 1976, journal = European Meeting of Statisticians, month = 09, pages = 1--22, URL = http://escholarship.org/uc/item/7wg0k7xq, }
@article{Efron1976, title = Estimating the Number of Unsen Species: How Many Words Did Shakespeare Know?, authors = Bradley Efron and Ronald Thisted, year = 1976, journal = Biometrika, month = 12, pages = 435--447, volume = 63, doi = 10.2307/2335721, }
@book{Schank1977, title = Scripts, Plans, Goals and Understanding: an Inquiry into Human Knowledge Structures, authors = Roger C. Schank and Robert P. Abelson, year = 1977, }
@article{Besag1977, title = Errors-In-Variables Estimation for Gaussian Lattice Schemes, authors = Julian Besag, year = 1977, journal = Journal of the Royal Statistical Society. Series B (Methodological), month = 01, number = 1, pages = 73--78, volume = 39, URL = http://www.jstor.org/stable/2984881, }
@inproceedings{Charniak1977, title = A frame PAINTING: The representation of a common sense knowledge fragment, authors = Eugene Charniak, year = 1977, booktitle = Cognitive Science, number = 4, pages = 355-394, volume = 1, }
@inproceedings{Charniak1977, title = Ms. Maloprop, a Language Comprehension Program, authors = Eugene Charniak, year = 1977, booktitle = Proceedings of the 5th International Joint Conference on Artificial Intelligence - Volume 1, pages = 1--7, URL = http://dl.acm.org/citation.cfm?id, }
@book{Jackendoff1977, title = X Syntax: A Study of Phrase Structure, authors = Ray Jackendoff, year = 1977, month = 01, URL = http://books.google.com/books?id, }
@article{Jackendoff1977, title = X syntax: A study of phrase structure, authors = Ray Jackendoff, year = 1977, journal = cat.inist.fr, month = 01, URL = http://cat.inist.fr/?aModele, }
@article{Dempster1977, title = Maximum likelihood from incomplete data via the EM algorithm, authors = A Dempster and N Laird and D Rubin, year = 1977, journal = Journal of the Royal Statistical Society. Series B (Methodological), month = 01, URL = http://www.jstor.org/stable/2984875, }
@inproceedings{Wilensky1977, title = PAM: a program that infers intentions, authors = Robert Wilensky, year = 1977, booktitle = IJCAI'77 Proceedings of the 5th international joint conference on Artificial intelligence, }
@article{Dijkstra1978, title = On the foolishness of "natural language programming", authors = Edsger W Dijkstra, year = 1978, journal = cs.utexas.edu, month = July, URL = http://www.cs.utexas.edu/users/EWD/ewd06xx/EWD667.PDF, }
@book{Efron1979, title = Controversies in the Foundations of Statistics, authors = Bradley Efron, year = 1979, month = 01, URL = http://mathdl.maa.org/mathDL/22/?pa, }
@article{Cheng1979, title = Some Simple Gamma Variate Generators, authors = R C H Cheng and G M Feast, year = 1979, journal = Applied Statistics, month = 01, pages = 290--295, volume = 28, doi = 10.2307/2347200, }
@article{Maratsos1980, title = The Internal Language of Children's Syntax: The Ontogenesis and Representation of Syntactic Categories, authors = Michael Maratsos and Mary Anne Chalkley, year = 1980, journal = Journal of Child Language, month = 01, pages = 1--46, }
@article{Goel1981, title = Information About Hyperparamters in Hierarchical Models, authors = Prem K Goel and Morris H Degroot, year = 1981, journal = Journal of the American Statistical Association, month = 03, number = 373, pages = 140, volume = 76, URL = http://www.jstor.org/stable/2287059?origin, }
@inproceedings{Dejong1981, title = Generalizations Based on Explanations, authors = Gerald Dejong, year = 1981, booktitle = IJCAI, }
@article{Sethuraman1981, title = Convergence of Dirichlet Measures and the Interpratation of Their Parameter, authors = Jayaram Sethuraman and Ram C Tiwari, year = 1981, journal = Florida State University, month = 06, URL = http://stat.fsu.edu/techreports/M583.pdf, }
@inproceedings{DeJong1982, title = Automatic Schema Acquisition in a Natural Language Environment, authors = Gerald DeJong, year = 1982, booktitle = AAAI-82, }
@inproceedings{Faustini1982, title = An operational semantics for pure dataflow, authors = A Faustini, year = 1982, booktitle = Proceedings of the 9th Colloquium on Automata, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@article{Davies1982, title = Measuring Agreement for Multinomial Data, authors = Mark Davies and Joseph L Fleiss, year = 1982, journal = Biometrics, month = 12, number = 4, pages = 1047, volume = 38, URL = http://www.jstor.org/stable/2529886?origin, }
@article{Ades1982, title = On the order of words, authors = Anthony E Ades and Mark J Steedman, year = 1982, journal = Linguistics and Philosophy, month = 01, number = 4, pages = 517--558, volume = 4, doi = 10.1007/BF00360804, }
@article{Carpenter1983, title = The Acquisition of Communicative Intentions in Infants Eight to Fifteen Months of Age, authors = Robert L. Carpenter and Ann M. Mastergeorge and Truman E. Coggins, year = 1983, journal = Language and Speech, number = 2, pages = 101-116, volume = 26, doi = 10.1177/002383098302600201, URL = https://doi.org/10.1177/002383098302600201, }
@article{Clark1984, title = Structure and Use in the Acquisition of Word Formation, authors = Eve V. Clark and Ruth A. Berman, year = 1984, journal = Language, month = 09, pages = 542--590, volume = 60, doi = 10.2307/413991, }
@inproceedings{Rayner1984, title = Eye Movements and Reading Comprehension, authors = Keith Rayner and Patrick J. Carroll, year = 1984, booktitle = New Methods in Reading Comprehension Research, }
@article{Clocksin1984, title = Computing Communications, authors = W. F. Clocksin, year = 1984, journal = Nature, month = 9, pages = 311, volume = 311, }
@article{Redner1984, title = Mixture densities, maximum likelihood and the EM algorithm, authors = RA Redner and HF Walker, year = 1984, journal = SIAM review, month = 01, pages = 195--239, }
@article{Hubert1985, title = Comparing partitions, authors = L Hubert and P Arabie, year = 1985, journal = Journal of classification, month = 01, URL = http://www.springerlink.com/index/X64124718341J1J0.pdf, }
@inproceedings{Mooney1985, title = Learning schemata for natural language processing, authors = Raymond J Mooney and Gerald Dejong, year = 1985, booktitle = Proceedings of the Ninth International Joint Conference on Artificial Intelligence (IJCAI-85), pages = 681 -- 687, }
@article{Koriat1985, title = Lexical access for low and high frequency words in Hebrew, authors = A Koriat, year = 1985, journal = Memory \\& cognition, month = 01, URL = http://research.haifa.ac.il/~iipdm/personal_homepages/Papers/lexical_access.pdf, }
@article{Chandy1985, title = Distributed snapshots: Determining global states of distributed systems, authors = KM Chandy and L Lamport, year = 1985, journal = ACM Transactions on Computer Systems, month = 01, number = 1, pages = 75, volume = 3, }
@article{Chomsky1985, title = Incorporation, a theory of grammatical function changing, authors = Noam Chomsky and Massachusetts Institute of Technology. Dept. of Linguistics and Philosophy and Massachusetts Institute of Technology. Dept. of Linguistics, year = 1985, month = 01, URL = http://dspace.mit.edu/handle/1721.1/15069, }
@article{McNeill1985, title = So you think gestures are nonverbal?, authors = D. McNeill, year = 1985, journal = Psychological Review, number = 3, pages = 350--371, volume = 92, URL = https://psycnet.apa.org/record/1985-30454-001, }
@article{Fischer1985, title = Impossibility of distributed consensus with one faulty process, authors = MJ Fischer and NA Lynch and MS Paterson, year = 1985, journal = Journal of the ACM, month = 01, number = 2, pages = 374--382, volume = 32, }
@article{Shieber1985, title = Evidence against the context-freeness of natural language, authors = Stuart Shieber, year = 1985, journal = Linguistics and Philosophy, month = 01, number = 3, pages = 333--343, volume = 8, doi = 10.1007/BF00630917, }
@book{Stephen1985, title = On not being led up the garden path: the use of context by the psychological syntax processor, authors = Crain Stephen and Mark Steedman and Lauri Karttunen and David R Dowty and Arnold M Zwicky, year = 1985, month = 01, number = 10, pages = 320--358, URL = http://ebooks.cambridge.org/ref/id/CBO9780511597855A093, }
@article{Bock1986, title = Meaning, Sound, and Syntax: Lexical Priming in Sentence Production, authors = Kathryn Bock, year = 1986, journal = Journal of Experimental Psychology: Learning, Memory, and Cognition, month = 01, pages = 575--586, volume = 12, URL = http://library.ibp.ac.cn/html/cogsci/JEP-1986-575.pdf, }
@book{Devroye1986, title = Non-Uniform Random Variate Generation, authors = Luc Devroye, year = 1986, month = 01, pages = 1--857, }
@article{Jordan1986, title = Serial Order: A Parallel Distributed Processsing Approach, authors = Michael I Jordan, year = 1986, journal = University of California, San Diego, }
@article{Dejong1986, title = Explanation-Based Learning: An Alternative View, authors = Gerald Dejong and Raymond Mooney, year = 1986, journal = Machine learning, month = 01, number = 2, pages = 145--176, volume = 1, doi = 10.1007/BF00114116, URL = http://www.cs.illinois.edu/homes/mrebl/DeJong_86.pdf, }
@article{Quinlan1986, title = Induction of decision trees, authors = J Quinlan, year = 1986, journal = Machine learning, month = 01, URL = http://www.springerlink.com/index/KU63WM5513224245.pdf, }
@article{Fligner1986, title = Distance Based Ranking Model, authors = M A Fligner and J S Verducci, year = 1986, journal = Journal of the Royal Statistical Society. Series B (Methodological), month = 01, pages = 359--369, volume = 48, doi = 10.2307/2345433, }
@article{Clark1986, title = Referring as a collaborative process, authors = Herbert H. Clark and Deanna Wilkes-Gibbs, year = 1986, journal = Cognition, pages = 1--39, volume = 22, }
@article{Peterson1987, title = A Mean Field Theory Learning Algorithm for Neural Networks, authors = Carsten Peterson and James R Anderson, year = 1987, journal = complex-systems.com, month = 01, pages = 995--1019, volume = 1, URL = http://www.complex-systems.com/pdf/01-5-6.pdf, }
@article{Heibeck1987, title = Word learning in children: an examination of fast mapping, authors = Tracy H Heibeck and Ellen M Markman, year = 1987, journal = Child Dev, month = August, number = 4, pages = 1021-1034, volume = 58, URL = https://www.jstor.org/stable/1130543, }
@article{Crain1987, title = Structure Dependence in Grammar Formation, authors = Stephen Crain and Mineharu Nakayama, year = 1987, journal = Language, month = 09, pages = 522--543, volume = 63, doi = 10.2307/415004, }
@article{Morgan1987, title = Structural Packaging in the Input to Language Learning: Contributions of Prosodic and Morphological Marking of Phrases to the Acquisition of Language, authors = James L Morgan and Richard P Meier and Elissa L Newport, year = 1987, journal = Cognitive Psychology, month = 01, pages = 1--53, }
@article{Pinker1987, title = The Bootstrapping Problem In Language Acquisition, authors = Steven Pinker, year = 1987, journal = Mechanisms of language aquisition, month = 01, pages = 1--22, }
@article{Rivest1987, title = Learning decision lists, authors = R Rivest, year = 1987, journal = Machine learning, month = 01, URL = http://www.springerlink.com/index/W61056747102Q001.pdf, }
@article{Lumelsky1987, title = Path-Planning Strategies for a Point Mobile Automaton Moving Amidst Unknown Obstacles of Arbitrary Shape, authors = Vladimir J. Lumelsky and Alexander A. Stepanov, year = 1987, journal = Algorithmica, pages = 403 -- 430, }
@article{Tomita1987, title = An Efficient Augmented-Context-Free Parsing Algorithm, authors = Masaru Tomita, year = 1987, journal = Computational Linguistics, month = January-June, number = 1-2, volume = 13, URL = https://www.aclweb.org/anthology/J/J87/J87-1004.pdf, }
@article{Werker1988, title = Cross-Language Speech Perception: Initial Capabilities and Developmental Change, authors = Janet F Werker and Chris E Lalonde, year = 1988, journal = Developmental Psychology, month = 01, number = 5, pages = 672--683, volume = 24, }
@phdthesis{Mooney1988, title = A General Explanation-Based Learning Mechanism And Its Application to Narrative Understanding, authors = Raymond Mooney, year = 1988, school = University of Illinois at Urbana-Champaign, }
@article{Medin1988, title = Context and structure in conceptual combination, authors = Douglas L Medin and Edward J Shoben, year = 1988, journal = Cognitive Psychology, month = 01, pages = 158--190, volume = 20, URL = http://www.sciencedirect.com/science/article/pii/0010028588900187, }
@article{Altmann1988, title = Interaction with context during human sentence processing, authors = G Altmann and Mark Steedman, year = 1988, journal = Cognition, month = 01, pages = 191--238, URL = http://www.sciencedirect.com/science/article/pii/0010027788900200, }
@article{Barlow1989, title = Unsupervised Learning, authors = H.B. Barlow, year = 1989, journal = Neural Computation, number = 3, pages = 295-311, volume = 1, }
@article{Dryer1989, title = Large Linguistic Areas and Language Sampling, authors = Matthew S Dryer, year = 1989, journal = Studies in Language, month = 01, number = 2, pages = 257--292, volume = 13, URL = http://openurl.ingenta.com/content/xref?genre, }
@article{Lecun1989, title = Backpropagation applied to handwritten zip code recognition, authors = Yann Lecun and B. Boser and J. S. Denker and D. Henderson and R. E. Howard and W. Hubbard and L.D. Jackel, year = 1989, journal = Neural computation, number = 4, pages = 541-551, volume = 1, }
@article{Morgan1989, title = Facilitating the Acquisition of Syntax with Cross-Sentential Cues to Phrase Structure, authors = James L Morgan and Richard P Meier and Elissa L Newport, year = 1989, journal = Journal of Memory and Language, month = 01, pages = 360--374, }
@article{Hornik1989, title = Multilayer feedforward networks are universal approximators, authors = Kurt Hornik and Maxwell Stinchcombe and Halbert White, year = 1989, journal = Neural Networks, month = 01, number = 5, pages = 359--366, volume = 2, URL = http://linkinghub.elsevier.com/retrieve/pii/0893608089900208, }
@article{Chalmers1990, title = Syntactic transformations on distributed representations, authors = D Chalmers, year = 1990, journal = Connection Science, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@article{Derthick1990, title = Mundane reasoning by settling on a plausible model, authors = Mark Derthick, year = 1990, journal = Artificial Intelligence, number = 1, pages = 107 - 157, volume = 46, doi = 10.1016/0004-3702(90)90006-L, URL = http://www.sciencedirect.com/science/article/pii/000437029090006L, }
@article{Elman1990, title = Finding structure in time, authors = J Elman, year = 1990, journal = Cognitive Science, month = 06, number = 2, pages = 179--211, volume = 14, doi = 10.1016/0364-0213(90)90002-E, }
@book{Allgower1990, title = Introduction to Numerical Continuation Methods, authors = Eugene L Allgower and Kurt Georg, year = 1990, month = 01, pages = 1--397, URL = http://kolhoz.tiera.ru/M_Mathematics/MN_Numerical%20methods/MNd_Numerical%20calculus/Allgower%20E.L.,%20Georg%20K.%20Introduction%20to%20numerical%20continuation%20methods%20(Colorado,%201990)(397s).pdf, }
@article{Gleitman1990, title = The Structural Sources of Verb Meanings, authors = Lila Gleitman, year = 1990, journal = Language Acquisition, month = 01, pages = 3--55, volume = 1, }
@article{Harnad1990, title = The Symbol Grounding Problem, authors = Stevan Harnad, year = 1990, journal = Physica D 42, month = 03, pages = 1--22, }
@article{Hinton1990, title = Mapping part-whole hierarchies into connectionist networks, authors = Geoffrey E. Hinton, year = 1990, journal = Artificial Intelligence, number = 1, pages = 47 - 75, volume = 46, doi = 10.1016/0004-3702(90)90004-J, URL = http://www.sciencedirect.com/science/article/pii/000437029090004J, }
@article{Hinton1990, title = Preface to the special issue on connectionist symbol processing, authors = Geoffrey E. Hinton, year = 1990, journal = Artificial Intelligence, number = 1, pages = 1 - 4, volume = 46, doi = 10.1016/0004-3702(90)90002-H, URL = http://www.sciencedirect.com/science/article/pii/000437029090002H, }
@article{Fahlman1990, title = The cascade-correlation learning architecture, authors = Scott E Fahlman and Christian Lebiere, year = 1990, month = 01, }
@article{John1990, title = Learning and applying contextual constraints in sentence comprehension, authors = Mark F. St. John and James L. McClelland, year = 1990, journal = Artificial Intelligence, number = 1, pages = 217 - 257, volume = 46, doi = 10.1016/0004-3702(90)90008-N, URL = http://www.sciencedirect.com/science/article/pii/000437029090008N, }
@article{Newport1990, title = Maturational Constraints on Language Learning, authors = Elissa L Newport, year = 1990, journal = Cognitive Science, month = 02, number = 1, pages = 11--28, volume = 14, doi = 10.1207/s15516709cog1401_2, }
@article{Buszkowski1990, title = Categorial Grammars Determined from Linguistic Data by Unification, authors = Wojciech Buszkowski and Gerald Penn, year = 1990, journal = Studia Logica: An International Journal for Symbolic Logic, month = 01, number = 4, pages = 431--454, volume = 49, URL = http://www.springerlink.com/index/g717068688n34362.pdf, }
@article{Pollack1990, title = Recursive distributed representations, authors = Jordan B. Pollack, year = 1990, journal = Artificial Intelligence, number = 1, pages = 77 - 105, volume = 46, doi = 10.1016/0004-3702(90)90005-K, URL = http://www.sciencedirect.com/science/article/pii/000437029090005K, }
@book{Rabiner1990, title = A tutorial on hidden Markov models and selected applications in speech recognition, authors = Lawrence R Rabiner, year = 1990, month = 05, pages = 267--296, URL = http://dl.acm.org.libproxy1.usc.edu/citation.cfm?id, }
@inproceedings{Brill1990, title = Deducing linguistic structure from the statistics of large corpora, authors = Eric Brill and David Magerman and Mitchell Marcus and Beatrice Santorini, year = 1990, month = 01, pages = 380--389, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@article{Smolensky1990, title = Tensor product variable binding and the representation of symbolic structures in connectionist systems, authors = Paul Smolensky, year = 1990, journal = Artificial Intelligence, number = 1, pages = 159 - 216, volume = 46, doi = 10.1016/0004-3702(90)90007-M, URL = http://www.sciencedirect.com/science/article/pii/000437029090007M, }
@article{Spelke1990, title = Principles of object perception, authors = E Spelke, year = 1990, journal = Cognitive Science Society, month = 01, URL = http://linkinghub.elsevier.com/retrieve/pii/036402139090025R, }
@article{Touretzky1990, title = BoltzCONS: Dynamic symbol structures in a connectionist network, authors = David S. Touretzky, year = 1990, journal = Artificial Intelligence, number = 1, pages = 5 - 46, volume = 46, doi = 10.1016/0004-3702(90)90003-I, URL = http://www.sciencedirect.com/science/article/pii/000437029090003I, }
@inproceedings{Feldman1990, title = Miniature language acquisition: A touchstone for cognitive science, authors = JA Feldman and G Lakoff and A Stolcke and SH Weber, year = 1990, booktitle = Proceedings of the 12th Annual Conference of the Cognitive Science Society, month = 01, pages = 686--693, }
@inproceedings{Vijay-Shanker1990, title = Polynomial Time Parsing of Combinatory Categorial Grammars, authors = K Vijay-Shanker and David J Weir, year = 1990, booktitle = Proceedings of the Annual Meeting of the Association for Computational Linguistics, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Lari1990, title = The estimation of stochastic context-free grammars using the Inside-Outside algorithm, authors = Karim Lari and Steve J Young, year = 1990, journal = Computer speech \\& language, month = 01, number = 1, pages = 35--56, volume = 4, URL = http://www.sciencedirect.com/science?_ob, }
@inproceedings{{Tesauro}1990, title = Neurogammon: a neural-network backgammon program, authors = G. {Tesauro}, year = 1990, booktitle = 1990 IJCNN International Joint Conference on Neural Networks, month = June, pages = 33-39 vol.3, doi = 10.1109/IJCNN.1990.137821, }
@article{Werner1991, title = Evolution of Communication in Artificial Organisms, authors = Gregory M Werner and Michael G Dyer, year = 1991, journal = ALife, month = 02, pages = 15, }
@article{Elman1991, title = Distributed representations, simple recurrent networks, and grammatical structure, authors = Jeffrey L Elman, year = 1991, journal = Machine learning, month = 09, number = 2-3, pages = 195--225, volume = 7, doi = 10.1007/BF00114844, }
@article{Fahlman1991, title = The recurrent cascade-correlation architecture, authors = Scott E Fahlman, year = 1991, journal = reference.kfupm.edu.sa, month = 01, URL = http://reference.kfupm.edu.sa/content/r/e/the_recurrent_cascade_correlation_archit_280716.pdf, }
@article{Goldberg1991, title = What every computer scientist should know about floating-point arithmetic, authors = D Goldberg, year = 1991, journal = ACM Computing Surveys (CSUR), month = 01, number = 1, pages = 5--48, volume = 23, }
@article{Halberstam1991, title = Automating Gender: Postmodern Feminism in the Age of the Intelligent Machine, authors = Judith Halberstam, year = 1991, journal = Feminist Studies, month = 01, pages = 439--460, volume = 17, doi = 10.2307/3178281, }
@article{Rispoli1991, title = The acquisition of verb subcategorization in a functionalist framework, authors = M Rispoli, year = 1991, journal = First Language, month = 01, number = 31, pages = 41--63, volume = 11, doi = 10.1177/014272379101103103, }
@article{Joshi1991, title = Tree-Adjoining Grammars and Lexicalized Grammars, authors = Aravind K Joshi and Yves Schabes, year = 1991, journal = University of Pennsylvania, month = 01, pages = 1--25, }
@article{Lari1991, title = Applications of stochastic context-free grammars using the Inside-Outside algorithm, authors = Karim Lari and Steve J Young, year = 1991, journal = Computer speech \\& language, month = 01, number = 3, pages = 237--257, volume = 5, URL = http://linkinghub.elsevier.com/retrieve/pii/088523089190009F, }
@article{Carroll1992, title = Two experiments on learning probabilistic dependency grammars from corpora, authors = Glenn Carroll and Eugene Charniak, year = 1992, journal = Association for the Advancement of Artificial Intelligence, month = 01, pages = 1--13, }
@article{Carroll1992, title = Two Experiments on Learning Probabilistic Dependency Grammars from Corpora, authors = Glenn Carroll and Eugene Charniak, year = 1992, journal = Working Notes of the Workshop Statistically-Based NLP Techniques, month = 03, pages = 1--15, URL = http://citeseer.ist.psu.edu/viewdoc/summary?doi, }
@article{Marcus1992, title = Overregularlization in Language Acquisition, authors = Gary F Marcus and Steven Pinker and Michael Ullman and Michelle Hollander and T John Rosen and Fei Xu and Harald Clahsen, year = 1992, journal = Monographs of the Society for Research in Child Development, month = 01, volume = 57, URL = http://pinker.wjh.harvard.edu/articles/papers/Marcus%20Pinker%20SRCD%20Monograph%20Overreg.pdf, }
@article{Casella1992, title = Explaining the Gibbs Sampler, authors = George Casella and Edward I George, year = 1992, journal = The American Statistician, month = 08, volume = 46, URL = http://www.jstor.org/stable/2685208, }
@inproceedings{Hearst1992, title = Automatic Acquisition of Hyponyms from Large Text Corpora, authors = Marti A Hearst, year = 1992, booktitle = Proceedings of the 1993 Workshop on Human Language Technology, month = 08, URL = http://www.aclweb.org/anthology/C92-2082.pdf, }
@article{JM1992, title = How to build a baby: II. Conceptual primitives, authors = Mandler JM, year = 1992, journal = Psychological Review, month = 10, pages = 587--604, volume = 99, URL = http://www.ncbi.nlm.nih.gov/pubmed/1454900, }
@inproceedings{John1992, title = Learning language in the service of a task, authors = MFS John, year = 1992, booktitle = Conference of the Cognitive Science Society, month = 01, pages = 271, }
@article{Polyak1992, title = Acceleration of Stochastic Approximation by Averaging, authors = B T Polyak and A B Juditsky, year = 1992, journal = SIAM J. Control and Optimization, month = 01, number = 4, pages = 838, volume = 30, URL = http://link.aip.org/link/SJCODC/v30/i4/p838/s1&Agg, }
@article{Brown1992, title = Class-Based n-gram Models of Natural Language, authors = Peter F Brown and Peter V deSouza and Robert L Mercer and Vincent J Della Pietra and Jenifer C Lai, year = 1992, journal = Computational Linguistics, month = 01, volume = 18, URL = http://acl.ldc.upenn.edu/J/J92/J92-4003.pdf, }
@article{Kuhl1992, title = Linguistic experience alters phonetic perception in infants by 6 months of age, authors = Patricia K Kuhl and Karen A Williams and Francisco Lacerda and Kenneth N Stevens and Bjorn Lindblom, year = 1992, journal = Science, month = 01, number = 5044, pages = 606--608, volume = 255, }
@article{Brill1992, title = Tagging an unfamiliar text with minimal human supervision, authors = Eric Brill and Mitch Marcus, year = 1992, journal = Proceedings of the Fall Symposium on Probabilistic Approaches to Natural Language, month = 01, pages = 10--16, URL = https://scholar.google.com/citations?view_op, }
@article{Matsuoka1992, title = Noise injection into inputs in back-propagation learning, authors = K. Matsuoka, year = 1992, journal = IEEE Transactions on Systems, Man, and Cybernetics, month = May, number = 3, pages = 436-440, volume = 22, doi = 10.1109/21.155944, }
@inproceedings{Pereira1992, title = Inside-Outside Reestimation from Partially Bracketed Corpora, authors = Fernando Pereira and Yves Schabes, year = 1992, booktitle = Proceedings of the 30th Annual Meeting of the Association for Computational Linguistics, month = 06, pages = 128--135, URL = http://www.aclweb.org/anthology/P92-1017.pdf, }
@article{Schacter1992, title = Understanding implicit memory: A cognitive neuroscience approach, authors = DL Schacter, year = 1992, journal = American Psychologist, month = 01, number = 4, pages = 559--569, volume = 47, }
@article{Ferguson1992, title = Bayesian Nonparametric Inference, authors = Thomas S Ferguson and Eswar G Phadia and Ram C Tiwari, year = 1992, journal = Lecture Notes-Monograph Series, month = 01, pages = 127--150, volume = 17, URL = http://www.jstor.org/stable/4355630, }
@inproceedings{Briscoe1992, title = Robust Stochastic Parsing Using the Inside-Outside Algorithm, authors = Ted Briscoe and Nick Waegner, year = 1992, booktitle = Workshop notes from the AAAI Statistically-Based NLP Techniques Workshop, month = 01, pages = 33--47, URL = http://www.aaai.org/Papers/Workshops/1992/WS-92-01/WS92-01-005.pdf, }
@article{Williams1992, title = Simple statistical gradient-following algorithms for connectionist reinforcement learning, authors = Ronald J Williams, year = 1992, journal = Machine learning, month = 05, number = 3-4, pages = 229--256, volume = 8, doi = 10.1007/BF00992696, }
@inproceedings{Yarowsky1992, title = Word-Sense Disambiguation Using Statistical Models of Roget's Categories Trained on Large Corpora, authors = David Yarowsky, year = 1992, booktitle = Proceedings of COLING 1992, month = 01, pages = 454--460, URL = https://aclweb.org/anthology/C/C92/C92-2070.pdf, }
@article{Perman1992, title = Size-biased sampling of Poisson point processes and excursions, authors = Mihael Perman and Jim Pitman and Marc Yor, year = 1992, journal = Probability Theory and Related Fields, month = 03, number = 1, pages = 21--39, volume = 92, doi = 10.1007/BF01205234, }
@inproceedings{{Godfrey}1992, title = SWITCHBOARD: telephone speech corpus for research and development, authors = J. J. {Godfrey} and E. C. {Holliman} and J. {McDaniel}, year = 1992, booktitle = CASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing, }
@article{Goodwyn1993, title = Symbolic Gesture versus Word: Is There a Modality Advantage for Onset of Symbol Use?, authors = Susan W Goodwyn and Linda P Acredolo, year = 1993, journal = Child Development, month = 06, pages = 688--701, volume = 64, }
@article{Brent1993, title = From Grammar to Lexicon: Unsupervised Learning of Lexical Syntax, authors = Michael R Brent, year = 1993, journal = Computational Linguistics, month = 01, pages = 1--20, volume = 19, }
@inproceedings{Brill1993, title = Automatic Grammar Induction and Parsing Free Text: A Transformation-Based Approach, authors = Eric Brill, year = 1993, booktitle = Association for Computational Linguistics, month = 06, pages = 259--265, URL = http://portal.acm.org.proxy2.library.illinois.edu/citation.cfm?id, }
@book{Charniak1993, title = Statistical Language Learning, authors = Eugene Charniak, year = 1993, month = 01, pages = 1--190, }
@article{Dunning1993, title = Accurate Methods for the Statistics of Surprise and Coincidence, authors = Ted Dunning, year = 1993, journal = Computational Linguistics, month = 01, URL = http://acl.ldc.upenn.edu/J/J93/J93-1003.pdf, }
@article{Nenov1993, title = Perceptually Grounded Language Learning: Part 1---A Neural Network Architecture for Robust Sequence Association, authors = Valeriy I Nenov and Michael G Dyer, year = 1993, journal = Connection Science, month = 01, number = 2, pages = 115--138, volume = 5, URL = http://scholar.google.com/scholar?cluster, }
@article{Elman1993, title = Learning and development in neural networks: the importance of starting small, authors = Jeffrey L Elman, year = 1993, journal = Cognition, month = 07, number = 1, pages = 71--99, volume = 48, URL = http://linkinghub.elsevier.com/retrieve/pii/0010027793900584, }
@article{Harnad1993, title = Grounding symbols in the analog world with neural nets, authors = S Harnad, year = 1993, journal = Think, month = 01, number = 1, pages = 12--78, volume = 2, }
@article{H{\"o}ffgen1993, title = Learning and robust learning of product distributions, authors = K H{\"o}ffgen, year = 1993, journal = COLT, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@article{Jamshidian1993, title = Conjugate gradient acceleration of the EM algorithm, authors = M Jamshidian and RI Jennrich, year = 1993, journal = Journal of the American Statistical Association, month = 01, number = 421, pages = 221--228, volume = 88, }
@article{Marcus1993, title = Building a Large Annotated Corpus of English: The Penn Treebank, authors = Mitchell P Marcus and Beatrice Santorini and Mary Ann Marcinkiewicz, year = 1993, journal = Computational Linguistics, month = 06, pages = 313--330, volume = 19, URL = http://acl.ldc.upenn.edu/J/J93/J93%20-2004.pdf, }
@book{Miikkulainen1993, title = Subsymbolic Natural Language Processing: An Integrated Model of Scripts, Lexicon, and Memory, authors = Risto Miikkulainen, year = 1993, }
@article{Shimron1993, title = The Role of Vowels in Reading: A Review of Studies of English and Hebrew, authors = J Shimron, year = 1993, journal = Psychological Bulletin, month = 01, URL = http://content.apa.org/journals/bul/114/1/52.pdf, }
@inproceedings{Thompson1993, title = The HCRC Map Task Corpus: Natural Dialogue for Speech Recognition, authors = Henry S Thompson and Anne Anderson and Ellen Gurman Bard and Gwyneth Doherty-Sneddon and Alison Newlands and Cathy Sotillo, year = 1993, booktitle = Proceedings of the 1993 Workshop on Human Language Technology, month = 01, pages = 25--30, URL = http://www.aclweb.org/anthology/H93-1005.pdf, }
@article{Bat-El1994, title = Stem Modification and Cluster Transfer in Modern Hebrew, authors = Outi Bat-El, year = 1994, journal = Natural Language and Linguistic Theory, month = 01, pages = 571--596, volume = 12, URL = http://www.springerlink.com/content/uj6274682410v2k3/fulltext.pdf, }
@article{Barron1994, title = Performance of optical flow techniques, authors = JL Barron and DJ Fleet and SS Beauchemin, year = 1994, journal = International Journal of Computer Vision, month = 01, number = 1, pages = 43--77, volume = 12, }
@inproceedings{Srihari1994, title = Visual Semantics: Extracting Visual Information from Text AccompanyingVisual Semantics: Extracting Visual Information from Text Accompanying Pictures, authors = Rohini K. Srihari and Debra T. Burhans, year = 1994, booktitle = AAAI, }
@article{Nenov1994, title = Perceptually Grounded Language Learning: Part 2---DETE: A Neural/Procedural Model, authors = Valeriy I Nenov and Michael G Dyer, year = 1994, journal = Connection Science, month = 01, number = 1, pages = 3--41, volume = 6, URL = http://scholar.google.com/scholar?hl, }
@article{Woodward1994, title = Rapid word learning in 13- and 18-month-olds., authors = Amanda L Woodward and Ellen M Markman and Colleen M Fitzsimmons, year = 1994, journal = Developmental Psychology, month = 01, number = 4, pages = 553--566, volume = 30, URL = http://doi.apa.org/getdoi.cfm?doi, }
@article{Ney1994, title = On structuring probabilistic dependences in stochastic language modelling, authors = Hermann Ney and Ute Essen and Reinhard Kneser, year = 1994, journal = Computer speech \\& language, month = 01, number = 1, pages = 1--38, volume = 8, URL = http://linkinghub.elsevier.com/retrieve/pii/S0885230884710011, }
@article{Rambow1994, title = Word order variation and tree-adjoining grammar, authors = Owen Rambow and YS Lee, year = 1994, journal = Computational Intelligence on Tree Adjoining Grammars, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@inbook{Carpenter1994, title = Categorial Grammars, Lexical Rules and the English Predicative, authors = Bob Carpenter and Robert Levine, year = 1994, booktitle = Formal Grammar: Theory and Implementation, month = 09, pages = 168--242, volume = 2, }
@article{Liu1994, title = The Collapsed Gibbs Sampler in Bayesian Computations with Applications to a Gene Regulation Problem, authors = Jun S Liu, year = 1994, journal = Journal of the American Statistical Association, month = 09, number = 427, pages = 958--966, volume = 89, doi = 10.1080/01621459.1994.10476829, }
@article{Magerman1994, title = Natural Language Parsing as Statistical Pattern Recognition, authors = David M Magerman, year = 1994, journal = ArXiv, month = 05, URL = http://arxiv.org/abs/cmp-lg/9405009, }
@article{Kelly1994, title = Domain-general abilities applied to domain-specific tasks: Sensitivity to probabilities in perception, cognition, and language, authors = Michael H Kelly and Susanne Martin, year = 1994, journal = Lingua, month = 04, pages = 105--140, volume = 92, URL = http://linkinghub.elsevier.com/retrieve/pii/0024384194903395, }
@article{Merialdo1994, title = Tagging English text with a probabilistic model, authors = B Merialdo, year = 1994, journal = Computational Linguistics, month = 01, number = 2, pages = 155--171, volume = 20, }
@article{Stolcke1994, title = Inducing Probabilistic Grammars by Bayesian Model Merging, authors = Andreas Stolcke and Stephen Omohundro, year = 1994, journal = Proceedings of the Second International Colloquium on Grammatical Inference and Applications, month = 09, pages = 106--118, URL = http://www.springerlink.com/index/74V84J685X38NL74.pdf, }
@inproceedings{Marcus1994, title = The Penn Treebank: Annotating Predicate Argument Structure, authors = Mitchell P Marcus and Grace Kim and Mary Ann Marcinkiewicz and Robert MacIntyre and Ann Bies and Mark Ferguson and Karen Katz and Britta Schasberger, year = 1994, booktitle = ARPA Human Language Technology Workshop, month = 01, URL = http://acl.ldc.upenn.edu/H/H94/H94-1020.pdf, }
@article{Sethuraman1994, title = A Constructive Definition of Dirichlet Priors, authors = Jayaram Sethuraman, year = 1994, journal = Statistica Sinica, month = 01, pages = 639--650, volume = 4, URL = http://www3.stat.sinica.edu.tw/statistica/oldpdf/A4n216.pdf, }
@book{Shewchuk1994, title = An Introduction to the Conjugate Gradient Method Without the Agonizing Pain, authors = Jonathan Richard Shewchuk, year = 1994, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid, }
@phdthesis{Stolcke1994, title = Bayesian Learning of Probabilistic Language Models, authors = Andreas Stolcke, year = 1994, school = University of California at Berkeley, month = 01, pages = 1--204, }
@inproceedings{Shi1994, title = Good features to track, authors = J Shi and Carlo Tomasi, year = 1994, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@article{Vijay-Shanker1994, title = Parsing Some Constrained Grammar Formalisms, authors = K Vijay-Shanker and David J Weir, year = 1994, journal = Computational Linguistics, month = 01, pages = 592--636, volume = 19, URL = http://www.aclweb.org/anthology/J93-4002, }
@article{Vijay-Shanker1994, title = The Equivalence Of Four Extensions Of Context-Free Grammars, authors = K Vijay-Shanker and David J Weir, year = 1994, journal = Mathematical Systems Theory, month = 01, pages = 511--546, volume = 27, doi = 10.1007/BF01191624, URL = https://link.springer.com/article/10.1007/BF01191624, }
@inproceedings{Terry1994, title = Session guarantees for weakly consistent replicated data, authors = DB Terry and Alan J Demers and K Petersen and MJ Spreitzer and MM Theimer and BB Welch, year = 1994, booktitle = Proceedings of the International Conference on Parallel and Distributed Information Systems, month = 01, pages = 140--149--149, }
@article{Wolfe1994, title = Guided Search 2.0 A revised model of visual search, authors = Jeremy M. Wolfe, year = 1994, journal = Psychonomic Bulletin {\&} Review, month = Jun, number = 2, pages = 202--238, volume = 1, doi = 10.3758/BF03200774, }
@article{Bishop1995, title = Training with noise is equivalent to Tikhonov regularization, authors = Christopher Bishop, year = 1995, journal = Neural Computation, month = January, pages = 108--116, volume = 7, URL = https://www.microsoft.com/en-us/research/publication/training-with-noise-is-equivalent-to-tikhonov-regularization/, }
@article{Brill1995, title = Transformation-based error-driven learning and natural language processing: A case study in part-of-speech tagging, authors = Eric Brill, year = 1995, journal = Computational Linguistics, month = 01, number = 4, pages = 543--565, volume = 21, }
@inproceedings{Collins1995, title = Prepositional Phrase Attachment through a Backed-Off Model, authors = Michael Collins and James Brooks, year = 1995, booktitle = Proceedings of the Third Workshop on Very Large Corpora, month = 01, URL = http://acl.ldc.upenn.edu/W/W95/W95-0103.pdf, }
@article{Terry1995, title = Managing update conflicts in Bayou, a weakly connected replicated storage system, authors = DB Terry and MM Theimer and K Petersen and Alan J Demers and MJ Spreitzer and CH Hauser, year = 1995, journal = ACM SIGOPS Operating Systems Review, month = 01, number = 5, pages = 172--182, volume = 29, }
@article{Xu1995, title = On convergence properties of the EM algorithm for Gaussian mixtures, authors = L Xu and Michael I Jordan, year = 1995, journal = MIT Press, month = 01, doi = 10.1162/neco.1996.8.1.129, }
@article{Roediger1995, title = Creating false memories: Remembering words not presented in lists, authors = HL Roediger and KB McDermott, year = 1995, journal = Journal of Experimental Psychology: Learning, Memory, and Cognition, month = 01, URL = http://step.psy.cmu.edu/articles/Roediger95.htm, }
@article{Murphy1995, title = The Role of Theories in Conceptual Coherence, authors = Gregory L Murphy and Douglas L Medin, year = 1995, journal = Psychological Review, month = 07, volume = 92, URL = http://matt.colorado.edu/teaching/highcog/spr10/readings/mm85.pdf, }
@article{James1995, title = SARDNET: A Self-Organizing Feature Map for Sequences, authors = Daniel James and Risto Miikkulainen, year = 1995, journal = Advances in Neural Processing Systems, month = 02, pages = 9, }
@inproceedings{Milward1995, title = Incremental Interpretation of Categorial Grammar, authors = David Milward, year = 1995, booktitle = Proceedings of the 7th Conference of the European Chapter of the Association for Computation Linguistics, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@inproceedings{Kneser1995, title = Improved backing-ff of m-gram language modeling, authors = Reinhard Kneser and Hermann Ney, year = 1995, booktitle = Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, }
@article{Martin1995, title = Algorithms For Bigram And Trigram Word Clustering, authors = Sven Martin and J{\"o}rg Liermann and Hermann Ney, year = 1995, journal = Speech Communication, month = 01, pages = 19--37, }
@article{Tsotsos1995, title = Modeling visual attention via selective tuning, authors = John K. Tsotsos and Scan M. Culhane and Winky Yan Kei Wai and Yuzhong Lai and Neal Davis and Fernando Nuflo, year = 1995, journal = Artificial Intelligence, number = 1, pages = 507 - 545, volume = 78, doi = 10.1016/0004-3702(95)00025-9, URL = http://www.sciencedirect.com/science/article/pii/0004370295000259, }
@article{Pitman1995, title = Exchangeable and partially exchangeable random partitions, authors = Jim Pitman, year = 1995, journal = Probability Theory and Related Fields, month = 06, number = 2, pages = 145--158, volume = 102, doi = 10.1007/BF01213386, }
@article{Hart1995, title = The Early Catastrophe: The 30 Million Word Gap by Age 3, authors = Betty Hart and Todd R Risley, year = 1995, journal = Meaningful Differences in the Everyday Experiences of Young American Children, month = 01, URL = https://connect.wels.net/AOM/ps/schools/Leadership%20ConferencePresenter%20Materials/Eret-The_Early_Catastrophe.pdf, }
@phdthesis{Roth1995, title = Learning in Order to Reason, authors = Dan Roth, year = 1995, school = Harvard University, month = 01, URL = http://scholar.google.com/citations?view_op, }
@article{Schuetze1995, title = Distributional Part-of-Speech Tagging, authors = Hinrich Schuetze, year = 1995, journal = arXiv.org, month = 03, volume = cmp-lg, URL = http://arxiv.org/abs/cmp-lg/9503009v1, }
@article{Siegelmann1995, title = On the Computational Power of Neural Nets, authors = H T Siegelmann and E D Sontag, year = 1995, journal = Journal of Computer and System Sciences, month = 02, number = 1, pages = 132--150, volume = 50, URL = http://linkinghub.elsevier.com/retrieve/pii/S0022000085710136, }
@article{Tesauro1995, title = Temporal Difference Learning and TD-Gammon, authors = Gerald Tesauro, year = 1995, journal = Commun. ACM, month = mar, number = 3, pages = 58–68, volume = 38, doi = 10.1145/203330.203343, URL = https://doi.org/10.1145/203330.203343, }
@article{Abney1996, title = Statistical methods and linguistics, authors = SP Abney, year = 1996, journal = The balancing act: Combining symbolic and statistical approaches to language, month = 01, pages = 1--26, }
@article{Abu-Rabia1996, title = The role of vowels and context in the reading of highly skilled native Arabic readers, authors = S Abu-Rabia, year = 1996, journal = Journal of Psycholinguistic Research, month = 01, URL = http://www.springerlink.com/index/W742622JG06J4661.pdf, }
@article{Brent1996, title = Distributional regularity and phonotactic constraints are useful for segmentation, authors = Michael R Brent and TA Cartwright, year = 1996, journal = Cognition, month = 01, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027796007196, }
@inproceedings{Eisner1996, title = Efficient Normal-Form Parsing for Combinatory Categorial Grammar, authors = Jason Eisner, year = 1996, booktitle = Proceedings of the 34th Annual Meeting of the Association for Computational Linguistics, month = 06, pages = 79--86, URL = http://www.cs.jhu.edu/~jason/papers/eisner.acl96.pdf, }
@inproceedings{Chen1996, title = An Empirical Study of Smoothing Techniques for Language Modeling, authors = SF Chen and Joshua Goodman, year = 1996, booktitle = Association for Computational Linguistics, month = 01, pages = 310--318, }
@article{Irani1996, title = Efficient representations of video sequences and their applications, authors = Michal Irani and P Anandan and J Bergen and R Kumar and S Hsu, year = 1996, journal = Signal Processing: Image Communication, month = 01, URL = http://eprints.kfupm.edu.sa/37074/, }
@article{Costeira1996, title = A Multi-body Factorization Method for Motion Analysis, authors = Jo{\~a}o Costeira and Takeo Kanade, year = 1996, journal = Robotics research: the seventh international {\ldots}, month = 01, URL = http://www.dtic.mil/cgi-bin/GetTRDoc?Location, }
@article{Kanazawa1996, title = Identification in the Limit of Categorial Grammars, authors = Makoto Kanazawa, year = 1996, journal = Journal of Logic, Language and Information, month = 01, pages = 115--155, volume = 5, }
@article{Liu1996, title = Nonparametric hierarchical Bayes via sequential imputations, authors = Jun S Liu, year = 1996, journal = The Annals of Statistics, month = 06, number = 3, pages = 911--930, volume = 24, URL = http://projecteuclid.org.proxy2.library.illinois.edu/euclid.aos/1032526949, }
@article{MacKay1996, title = Hyperparameters: Optimize, or Integrate out?, authors = David JC MacKay, year = 1996, journal = Maximum Entropy and Bayesian Methods, month = 01, pages = 1--17, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@phdthesis{Marcken1996, title = Unsupervised Language Acquisition, authors = Carl G de Marcken, year = 1996, school = Massachusetts Institute of Technology, month = 09, pages = 1--133, }
@inproceedings{Hogenhout1996, title = Fast Statistical Grammar Induction, authors = Wide R Hogenhout and Yuji Matsumoto, year = 1996, booktitle = PACLIC, month = 01, pages = 383--392, URL = http://aclweb.org/anthology/Y/Y96/Y96-1040.pdf, }
@article{Saffran1996, title = Statistical Learning by 8-Month-Old Infants, authors = Jenny R Saffran and Richard N Aslin and Elissa L Newport, year = 1996, journal = Science, month = 12, pages = 1--3, volume = 274, }
@article{Berger1996, title = A maximum entropy approach to natural language processing, authors = AL Berger and VJD Pietra and SAD Pietra, year = 1996, journal = Computational Linguistics, month = 01, number = 1, pages = 39--71, volume = 22, }
@article{Pitman1996, title = Some developments of the Blackwell-MacQueen urn scheme, authors = Jim Pitman, year = 1996, journal = Statistics, Probability and Game Theory, month = 01, pages = 245--267, volume = 30, URL = http://projecteuclid.org/euclid.lnms/1215453576, }
@book{Steedman1996, title = Surface structure and interpretation, authors = Mark Steedman, year = 1996, month = 01, URL = http://acl.ldc.upenn.edu/J/J98/J98-1009.pdf, }
@article{Baldwin1996, title = Infants' Reliance on a Social Criterion for Establishing Word-Object Relations, authors = Dare A. Baldwin and Ellen M. Markman and Brigitte Bill and Renee N. Desjardins and Jane M. Irwin and Glynnis Tidball, year = 1996, journal = Child Development, number = 6, pages = 3135--3153, volume = 67, URL = http://www.jstor.org/stable/1131771, }
@article{Chandra1996, title = Unreliable failure detectors for reliable distributed systems, authors = TD Chandra and S Toueg, year = 1996, journal = Journal of the ACM, month = 01, number = 2, pages = 225--267, volume = 43, }
@article{Chandra1996, title = The weakest failure detector for solving consensus, authors = TD Chandra and V Hadzilacos and S Toueg, year = 1996, journal = Journal of the ACM, month = 01, number = 4, pages = 685--722, volume = 43, }
@article{Abney1997, title = Stochastic attribute-value grammars, authors = SP Abney, year = 1997, journal = Computational Linguistics, month = 01, number = 4, pages = 597--618, volume = 23, }
@inproceedings{Hirschberg1997, title = The Role of Prosody in Disambiguating Potentially Ambiguous Utterances in English and Italian, authors = Julia Hirschberg and Cinzia Avesani, year = 1997, booktitle = International Symposium on Computer Architecture, month = 01, URL = http://www.isca-speech.org/archive_open/int_97/inta_189.html, }
@article{Grandvalet1997, title = Noise Injection: Theoretical Prospects, authors = Yves Grandvalet and St{\'e}phane Canu and St{\'e}phane Boucheron, year = 1997, journal = Neural Computation, month = July, number = 5, pages = 1093 -- 1108, volume = 9, doi = 10.1162/neco.1997.9.5.1093, }
@inproceedings{Osborne1997, title = Learning Stochastic Categorial Grammars, authors = Miles Osborne and Ted Briscoe, year = 1997, booktitle = Conference on Computational Natural Language Learning, month = 01, URL = http://acl.ldc.upenn.edu/W/W97/W97-1010.pdf, }
@article{Caruana1997, title = Multitask Learning, authors = Rich Caruana, year = 1997, journal = Machine learning, month = 01, pages = 1--35, volume = 28, }
@inproceedings{Collins1997, title = Three generative, lexicalised models for statistical parsing, authors = Michael Collins, year = 1997, booktitle = Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics, month = 01, pages = 16--23, }
@inproceedings{Petersen1997, title = Flexible update propagation for weakly consistent replication, authors = K Petersen and MJ Spreitzer and DB Terry and MM Theimer and Alan J Demers, year = 1997, month = 01, pages = 301, }
@article{Feldman1997, title = The Structure of Perceptual Categories, authors = Jacob Feldman, year = 1997, journal = Journal of Mathematical Psychology, pages = 145-170, volume = 41, }
@article{Fu1997, title = Optimization of discrete event systems via simultaneous perturbation stochastic approximation, authors = MC Fu and D HILL, year = 1997, journal = IIE transactions, month = 01, number = 3, pages = 233--243, volume = 29, }
@article{Kim1997, title = Distinct cortical areas associated with native and second languages, authors = Karl H S Kim and Norman R Relkin and Kyoung-Min Lee and Joy Hirsch, year = 1997, journal = Nature, month = 07, pages = 171--174, volume = 388, URL = http://www.colorado.edu/MCDB/MCDB3650/SecondLanguage.pdf, }
@article{Jamshidian1997, title = Acceleration of the EM algorithm by using quasi-Newton methods, authors = M Jamshidian and RI Jennrich, year = 1997, journal = Journal of the Royal Statistical Society. Series B (Methodological), month = 01, number = 3, pages = 569--587, volume = 59, }
@article{Ghahramani1997, title = Factorial Hidden Markov Models, authors = Zoubin Ghahramani and Michael I Jordan, year = 1997, journal = Machine learning, month = 01, volume = 29, URL = http://www.springerlink.com/content/w3523227075k34t4/, }
@article{Jordan1997, title = An Introduction to Graphical Models, authors = Michael I Jordan, year = 1997, journal = cis.upenn.edu, month = December, URL = http://www.cis.upenn.edu/~mkearns/papers/barbados/jordan-tut.pdf, }
@article{Klingspor1997, title = Human-Robot-Communication and Machine Learning, authors = Volker Klingspor and John Demiris and Michael Kaiser, year = 1997, journal = Applied Artificial Intelligence Journal, month = 01, pages = 719--746, volume = 11, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{McLachlan1997, title = The EM algorithm and extensions, authors = Geoffrey J McLachlan and Thriyambakam Krishnan, year = 1997, journal = gbv.de, month = 01, URL = http://www.gbv.de/dms/goettingen/213092298.pdf, }
@article{Levesque1997, title = GOLOG: A logic programming language for dynamic domains, authors = H Levesque and R Reiter and Y Lesperance and F Lin, year = 1997, journal = Journal of Logic Programming, month = 01, URL = http://linkinghub.elsevier.com/retrieve/pii/S0743106696001215, }
@article{Hochreiter1997, title = Long short-term memory, authors = Sepp Hochreiter and J{\"u}rgen Schmidhuber, year = 1997, journal = Neural Computation, number = 8, pages = 1735--1780, volume = 9, }
@article{Bressoud1997, title = Hypervisor-Based Fault-Tolerance, authors = Thomas Bressoud and Fred Schneider, year = 1997, month = 07, pages = 28, }
@article{Steels1997, title = Grounding Adaptive Language Games in Robotic Agents, authors = Luc Steels and Paul Vogt, year = 1997, journal = Proceedings of the Fourth European Conference on Artificial Life, month = 01, URL = http://citeseer.ist.psu.edu/viewdoc/summary?doi, }
@article{West1997, title = Hyperparameter estimation in Dirichlet process mixture models, authors = Mike West, year = 1997, journal = stat.duke.edu, URL = http://www.stat.duke.edu/~mw/.downloads/DP.learnalpha.pdf, }
@article{Wenneras1997, title = Nepotism and sexism in peer-review, authors = C Wenneras and A Wold, year = 1997, journal = Nature, month = 05, number = 387, pages = 341--343, URL = http://books.google.com/books?hl, }
@article{Wu1997, title = Stochastic inversion transduction grammars and bilingual parsing of parallel corpora, authors = D Wu, year = 1997, journal = Computational Linguistics, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@article{Pitman1997, title = The two-parameter Poisson-Dirichlet distribution derived from a stable subordinator, authors = Jim Pitman and Marc Yor, year = 1997, journal = The Annals of Probability, month = 04, number = 2, pages = 855--900, volume = 25, URL = http://projecteuclid.org/euclid.aop/1024404422, }
@inproceedings{Randl{\o}v1998, title = Learning to Drive a Bicycle using Reinforcement Learning and Shaping, authors = Jette Randl{\o}v and Preben Alstr{\o}m, year = 1998, booktitle = International conference on Machine learning, month = 01, URL = http://www.cs.mcgill.ca/~mgendr12/COMP526/docs/randlv98learning.pdf, }
@article{Amari1998, title = Natural Gradient Works Efficiently in Learning, authors = Shun-ichi Amari, year = 1998, journal = Neural computation, month = 02, number = 2, pages = 251--276, volume = 10, doi = 10.1162/089976698300017746, }
@article{Rizzolatti1998, title = Language within our grasp, authors = G Rizzolatti and M Arbib, year = 1998, journal = Trends in neurosciences, month = 01, URL = http://linkinghub.elsevier.com/retrieve/pii/S0166223698012600, }
@book{Sutton1998, title = Reinforcement Learning: An Introduction, authors = Richard S Sutton and Andrew G Barto, year = 1998, month = 01, URL = http://cognet.mit.edu/library/books/view?isbn, }
@book{Bilmes1998, title = A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models, authors = JA Bilmes, year = 1998, month = 01, URL = http://www.cse.unr.edu/~bebis/CS679/Readings/GentleEM.pdf, }
@book{Burges1998, title = A tutorial on support vector machines for pattern recognition, authors = C Burges, year = 1998, month = 01, URL = http://www.springerlink.com/index/q87856173126771q.pdf, }
@article{Farah1998, title = Why Does the Somatosensory Homunculus Have Hands Next to Face and Feet Next to Genitals? A Hypothesis, authors = MJ Farah, year = 1998, journal = Neural computation, month = 01, doi = 10.1162/089976698300016936, }
@article{Redington1998, title = Distributional Information: A Powerful Cue for Acquiring Syntactic Categories, authors = Martin Redington and Nick Chater and Steven Finch, year = 1998, journal = Cognitive Science, month = 10, number = 4, pages = 425--469, volume = 22, doi = 10.1207/s15516709cog2204_2, }
@article{Chi1998, title = Squibs and Discussions Estimation of Probabilistic Context-Free Grammars, authors = Z Chi and Stuart Geman, year = 1998, journal = Computational Linguistics, month = 01, number = 2, volume = 24, }
@article{Gibson1998, title = Linguistic complexity: locality of syntactic dependencies, authors = Edward Gibson, year = 1998, journal = Cognition, month = 01, pages = 1--76, volume = 68, URL = http://www.ncbi.nlm.nih.gov/pubmed/9775516, }
@article{Iverson1998, title = Why people gesture when they speak, authors = Jana M. Iverson and Susan Goldin-Meadow, year = 1998, journal = Nature, number = 228, volume = 396, }
@article{Chen1998, title = An Empirical Study of Smoothing Techniques for Language Modeling, authors = Stanley F Chen and Joshua Goodman, year = 1998, journal = TR, month = 01, URL = http://www.ee.columbia.edu/~stanchen/papers/h015a-techreport.pdf, }
@inproceedings{Rubner1998, title = A Metric for Distributions with Applications to Image Databases, authors = Yossi Rubner and Carlo Tomasi and Leonidas J Guibas, year = 1998, booktitle = International Conference on Computer Vision, month = 01, URL = http://vision.stanford.edu/~rubner/papers/rubnerIccv98.pdf, }
@article{LeCun1998, title = Gradient-based learning applied to document recognition, authors = Yann LeCun and L{\'e}on Bottou and Y Bengio and P Haffner, year = 1998, journal = Proceedings of the IEEE, month = 01, number = 11, pages = 2278--2324, volume = 86, URL = http://ieeexplore.ieee.org/document/726791/, }
@article{Neal1998, title = A view of the EM algorithm that justifies incremental, sparse, and other variants, authors = RM Neal and Geoffrey Hinton, year = 1998, journal = Learning in graphical models, month = 01, pages = 355--368--368, volume = 89, }
@article{Johnson1998, title = PCFG models of linguistic tree representations, authors = Mark Johnson, year = 1998, journal = Computational Linguistics, month = 01, number = 4, pages = 613--632, volume = 24, }
@article{Landauer1998, title = An Introduction to Latent Semantic Analysis, authors = Thomas K Landauer and Peter W Foltz and Darrell Laham, year = 1998, journal = Discourse Processes, month = 01, pages = 259--284, volume = 25, URL = http://lsa.colorado.edu/papers/dp1.LSAintro.pdf, }
@article{Lamport1998, title = The part-time parliament, authors = L Lamport, year = 1998, journal = ACM Transactions on Computer Systems, month = 01, number = 2, pages = 133--169, volume = 16, }
@inproceedings{Belongie1998, title = Finding boundaries in natural images: A new method using point descriptors and area completion, authors = Serge Belongie and Jitendra Malik, year = 1998, booktitle = European Conference on Computer Vision, month = 01, URL = http://www.springerlink.com/index/M02HM363TD23V349.pdf, }
@article{Hogenhout1998, title = A fast method for statistical grammar induction, authors = Wide R Hogenhout and Yuji Matsumoto, year = 1998, journal = Natural Language Engineering, month = 09, number = 3, pages = 191--209, volume = 4, URL = http://www.journals.cambridge.org/abstract_S1351324998001983, }
@inproceedings{Blum1998, title = Combining Labeled and Unlabeled Data with Co-Training, authors = Avrim Blum and Tom Mitchell, year = 1998, booktitle = Proceedings of the Eleventh Annual Conference on Computational Learning Theory, pages = 92–100, URL = https://doi.org/10.1145/279943.279962, }
@article{Goldin-Meadow1998, title = Spontaneous sign systems created bydeaf children in two cultures, authors = Susan Goldin-Meadow and Carolyn Mylander, year = 1998, journal = Nature, month = 01, pages = 1--3, volume = 391, }
@article{Platt1998, title = Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines, authors = John C Platt, year = 1998, journal = Technical Report, month = 04, pages = 1--21, }
@article{Rayner1998, title = Eye Movements in Reading and Information Processing: 20 Years of Research, authors = Keith Rayner, year = 1998, journal = Psychological Bulletin, month = 01, URL = http://content.apa.org/journals/bul/124/3/372, }
@inproceedings{Carroll1998, title = Valence induction with a head-lexicalized PCFG, authors = Glenn Carroll and M Rooth, year = 1998, booktitle = Empirical Methods in Natural Language Processing, month = 01, pages = 36--45, }
@article{Carroll1998, title = Valence Induction with a Head-Lexicalized PCFG, authors = Glenn Carroll and M Rooth, year = 1998, month = 01, pages = 1--15, URL = https://mail.google.com/mail/u/0/?shva, }
@article{Batlle1998, title = Recent progress in coded structured light as a technique to solve the correspondence problem: a survey, authors = J Batlle and E Mouaddib and J Salvi, year = 1998, journal = Pattern recognition, month = 01, number = 7, pages = 977, volume = 31, }
@article{Jordan1998, title = An Introduction to Variational Methods for Graphical Models, authors = Michael I Jordan and Zoubin Ghahramani and Tommi S Jaakkola and Lawrence K Saul, year = 1998, journal = Technical Report, month = 01, URL = http://www.stat.berkeley.edu/tech-reports/508.pdf, }
@article{Newell1998, title = The Logic Theory Machine - A complex Information Processing System, authors = Allen Newell and Herbert A Simon, year = 1998, month = 05, pages = 19, }
@article{Fine1998, title = Machine Learning, Volume 32, Number 1 - SpringerLink, authors = Shai Fine and Yoram Singer and Naftali Tishby, year = 1998, journal = Machine learning, month = 01, pages = 41--62, URL = http://www.springerlink.com.proxy2.library.illinois.edu/index/h7630r4u78j0xhu1.pdf, }
@book{Trucco1998, title = Introductory Techniques for 3-D Computer Vision, authors = Emanuele Trucco and Alessandro Verri, year = 1998, month = 01, URL = http://books.google.com/books?id, }
@phdthesis{Yuret1998, title = Discovery of Linguistic Relations Using Lexical Attraction, authors = Deniz Yuret, year = 1998, school = MIT, month = 05, pages = 1--56, URL = http://www2.denizyuret.com/pub/yuretphd.pdf, }
@article{Anderson1999, title = Loss of Gender Agreement in L1 Attrition: Preliminary Results., authors = RT Anderson, year = 1999, journal = Bilingual Research Journal, month = 01, number = 4, pages = 389--408, volume = 23, }
@inproceedings{Rooth1999, title = Inducing a semantically annotated lexicon via EM-based clustering, authors = M Rooth and S Riezler and D Prescher and Glenn Carroll and F Beil, year = 1999, booktitle = Association for Computational Linguistics, month = 01, pages = 104--111, }
@article{Chi1999, title = Statistical properties of probabilistic context-free grammars, authors = Z Chi, year = 1999, journal = Computational Linguistics, month = 01, number = 1, pages = 131--160, volume = 25, }
@phdthesis{Collins1999, title = Head-Driven Statistical Models for Natural Language Parsing, authors = Michael Collins, year = 1999, school = University of Pennsylvania, month = 01, pages = 1--296, URL = http://citeseerx.ist.psu.edu.proxy2.library.illinois.edu/viewdoc/summary?doi, }
@article{Tomlinson1999, title = Analysis Of Densities, authors = George Tomlinson and Michael Escobar, year = 1999, journal = Department of Public Health Sciences, University of Toronto, month = 11, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@inproceedings{Hofmann1999, title = Probabilistic latent semantic analysis, authors = Thomas Hofmann, year = 1999, booktitle = Uncertainty in Artificial Intelligence, month = 01, URL = http://www.reference.com/go/http://www.cs.brown.edu/people/th/papers/Hofmann-UAI99.pdf, }
@book{Knight1999, title = A Statistical MT Tutorial Workbook, authors = Kevin Knight, year = 1999, month = 01, URL = http://www.isi.edu/natural-language/mt/wkbk.pdf, }
@article{Gillette1999, title = Human simulations of vocabulary learning, authors = Jane Gillette and Henry Gleitman and Lila Gleitman and Anne Lederer, year = 1999, journal = Cognition, month = 01, pages = 135--176, URL = http://www.ircs.upenn.edu/~truesweb/lila_pdfs/1999_Cognition73_135-176.pdf, }
@article{Castro1999, title = Practical Byzantine Fault Tolerance, authors = Miguel Castro and Barbara Liskov, year = 1999, month = 07, pages = 14, }
@inproceedings{MacEachern1999, title = Dependent Nonparametric Processes, authors = Steven N MacEachern, year = 1999, booktitle = Proceedings of the Section on Bayesian Statistical Science, month = 01, URL = http://aima.eecs.berkeley.edu/~russell/classes/cs294/f05/papers/maceachern-1999.pdf, }
@electronic{McCluskey1999, title = Thirty Ways to Improve the Performance of Your Java Programs, authors = Glen McCluskey, year = 1999, booktitle = ftp, month = 10, URL = http://ftp://ftp.glenmccl.com/pub/free/jperf.pdf, }
@article{Minka1999, title = The dirichlet-tree distribution, authors = T Minka, year = 1999, journal = This unpublished paper is available online at http://research. microsoft. com/∼minka/papers/dirichlet/minka-dirtree. pdf, month = 01, }
@article{Morris1999, title = D.O. Hebb: The Organization of Behavior, Wiley: New York; 1949, authors = R G M Morris, year = 1999, journal = Brain Research Bulletin, month = 11, number = 5-6, pages = 437, volume = 50, URL = http://linkinghub.elsevier.com/retrieve/pii/S0361923099001823, }
@article{Clark1999, title = Word ambiguity and the optimal viewing position in reading, authors = James J. Clark and Kevin O'Regan, year = 1999, journal = Vision Research, pages = 843 -- 857, volume = 39, }
@inproceedings{Och1999, title = An Efficient Method for Determining Bilingual Word Classes, authors = Franz Josef Och, year = 1999, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, pages = 71--76, URL = http://portal.acm.org/citation.cfm?doid, }
@article{Rooth1999, title = Inducing a Semantically Annotated Lexicon via EM-Based Clustering., authors = Mats Rooth and Stefan Riezler and Detlef Prescher, year = 1999, journal = ACL 1999, month = 01, URL = http://www.aclweb.org/anthology/P99-1014, }
@inproceedings{Johnson1999, title = Estimators for Stochastic ``Unification-Based'' Grammars, authors = Mark Johnson and Stuart Geman and Stephen Canon and Zhiyi Chi and Stefan Riezler, year = 1999, booktitle = Proc 37th Annual Conference of the Association for Computational Linguistics, pages = 535-541, URL = https://arxiv.org/abs/cs/0008028, }
@article{Steinpreis1999, title = The Impact of Gender on the Review of the Curricula Vitae of Job Applicants and Tenure Candidates: A National Empirical Study, authors = R Steinpreis and K Anders and D Ritzke, year = 1999, journal = Sex Roles, month = 01, URL = http://www.springerlink.com/index/H60217K42618223T.pdf, }
@inproceedings{Beil1999, title = Inside-outside estimation of a lexicalized PCFG for German, authors = F Beil and Glenn Carroll and D Prescher and S Riezler and M Rooth, year = 1999, booktitle = Association for Computational Linguistics, month = 01, pages = 269--276, }
@inproceedings{Chappelier1999, title = Lattice Parsing for Speech Recognition, authors = J C Chappelier and M Rajman and R Arag{\"u}es and A Rozenknop, year = 1999, booktitle = TALN, month = 01, }
@inproceedings{Bain1999, title = A Framework for Behavioural Cloning, authors = Michael Bain and Claude Sammut, year = 1999, booktitle = Machine Intelligence 15, Intelligent Agents [St. Catherine’s College, Oxford, July 1995], pages = 103–129, }
@article{Jordan1999, title = An Introduction to Variational Methods for Graphical Models, authors = Michael I Jordan and Zoubin Ghahramani and Tommi S Jaakkola and Lawrence K Saul, year = 1999, journal = Machine learning, month = 01, pages = 183--233, volume = 37, doi = 10.1023/A:1007665907178, }
@article{Freund1999, title = Large Margin Classification Using the Perceptron Algorithm, authors = Yoav Freund and Robert E Schapire, year = 1999, journal = Machine learning, month = 01, pages = 1--19, volume = 37, URL = http://cseweb.ucsd.edu/~yfreund/papers/LargeMarginsUsingPerceptron.pdf, }
@article{Herlihy1999, title = The topological structure of asynchronous computability, authors = M Herlihy and N Shavit, year = 1999, journal = Journal of the ACM, month = 01, URL = http://portal.acm.org/citation.cfm?doid, }
@article{Shimron1999, title = The role of vowel signs in Hebrew: Beyond word recognition, authors = J Shimron, year = 1999, journal = Reading and Writing, month = 01, number = 4, pages = 301--319, volume = 11, }
@book{Abelson1999, title = Structure and Interpretation of Computer Programs, authors = Harold Abelson and Gerald Jay Sussman and Julie Sussman, year = 1999, month = 01, pages = 1--634, URL = http://deptinfo.unice.fr/~roy/sicp.pdf, }
@article{Carroll1999, title = Parsing with an Extended Domain of Locality, authors = John Carroll and Nicolas Nicolov and Olga Shaumyan and Martine Smets and David Weir, year = 1999, journal = European Chapter of the Association for Computational Linguistics, month = 01, pages = 1--8, URL = http://www.aclweb.org/anthology-new/E/E99/E99-1029.pdf, }
@electronic{Page1999, title = The PageRank Citation Ranking: Bringing Order to the Web, authors = Lawrence Page and Sergey Brin and Rajeev Motwani and Terry Winograd, year = 1999, booktitle = Stanford InfoLab, month = 01, URL = http://ilpubs.stanford.edu:8090/422/, }
@article{Ghahramani2000, title = Variational Inference for Bayesian Mixtures of Factor Analysers, authors = Zoubin Ghahramani and Matthew J Beal, year = 2000, journal = The Generative and Discriminative Workshop at NIPS, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Keysar2000, title = Taking Perspective in Conversation: The Role of Mutual Knowledge in Comprehension, authors = Boaz Keysar and Dale J. Barr and Jennifer A. Balin and Jason S. Brauner, year = 2000, journal = Psychological Science, number = 1, pages = 32-38, volume = 11, doi = 10.1111/1467-9280.00211, URL = https://doi.org/10.1111/1467-9280.00211, }
@inproceedings{Henderson2000, title = Bagging and Boosting a Treebank Parser, authors = James Henderson and Eric Brill, year = 2000, booktitle = Proceedings of the Human Language Technology Conference of the NAACL, Main Conference, month = 01, URL = http://aclweb.org/anthology/A/A00/A00-2005.pdf, }
@article{Briscoe2000, title = Grammatical Acquisition: Inductive Bias and Coevolution of Language and the Language Acquisition Device, authors = Ted Briscoe, year = 2000, journal = Language, month = 01, number = 2, pages = 245--296, volume = 76, URL = http://www.isrl.illinois.edu/~amag/langev/paper/briscoe00grammaticalAcquisition.html, }
@inproceedings{Charniak2000, title = A maximum-entropy-inspired parser, authors = Eugene Charniak, year = 2000, booktitle = North American chapter of the Association for Computational Linguistics conference, month = 04, URL = http://portal.acm.org/citation.cfm?id, }
@article{Church2000, title = Empirical estimates of adaptation: the chance of two noriegas is closer to p/2 than p 2, authors = Kenneth W Church, year = 2000, journal = Proceedings of the 18th International Conference on Computational Linguistics, month = 01, volume = 1, URL = http://dl.acm.org/citation.cfm?id, }
@inproceedings{Collins2000, title = Discriminative Reranking for Natural Language Parsing, authors = Michael Collins, year = 2000, booktitle = Computational Linguistics, month = 01, pages = 1--8, }
@article{Paradis2000, title = Tense and Temporality: A Comparison Between Children Learning a Second Language and Children With SLI, authors = Johanne Paradis and Martha Crago, year = 2000, journal = Journal of Speech, Language and Hearing Research, month = 08, pages = 834--847, volume = 43, }
@book{Reiter2000, title = Building natural language generation systems, authors = Ehud Reiter and Robert Dale, year = 2000, month = 01, URL = http://dl.acm.org.proxy2.library.illinois.edu/citation.cfm?id, }
@book{Diestel2000, title = Graph Theory, authors = Reinhard Diestel, year = 2000, month = 01, pages = 1--322, }
@inproceedings{Elworthy2000, title = Retrieval from captioned image databases using natural language processing, authors = David Elworthy, year = 2000, booktitle = Proceedings of the ninth international conference on Information and knowledge management, month = 01, pages = 437, }
@article{Kushner2000, title = Stochastic Approximation Type Methods for Constrained Systems: Algorithms and Numerical Results, authors = Harold J Kushner and Tom Gavin, year = 2000, journal = IEEE Transactions on Automatic Control, month = 12, pages = 1--9, }
@inproceedings{Gibson2000, title = The Dependency Locality Theory: A Distance-Based Theory of Linguistic Complexity, authors = Edward Gibson, year = 2000, booktitle = In Image, language, brain: Papers from the first mind articulation project symposium, month = 01, pages = 95--126, URL = http://www.ling.uni-potsdam.de/~vasishth/Papers/Gibson-Cognition2000.pdf, }
@article{Potter2000, title = Cooperative coevolution: An architecture for evolving coadapted subcomponents, authors = M Potter and K Jong, year = 2000, journal = Evolutionary Computation, month = 01, doi = 10.1162/106365600568086, }
@article{Jaakkola2000, title = Bayesian parameter estimation via variational methods - Springer, authors = Tommi S Jaakkola and Michael I Jordan, year = 2000, journal = Statistics and Computing, month = 01, pages = 25--37, volume = 10, doi = 10.1023/A:1008932416310, }
@inproceedings{Ng2000, title = PEGASUS: A policy search method for large MDPs and POMDPs, authors = Andrew Y Ng and Michael I Jordan, year = 2000, booktitle = Uncertainty in Artificial Intelligence, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@article{Kiraz2000, title = Multitiered nonlinear morphology using multitape finite automata: a case study on Syriac {\ldots}, authors = G Kiraz, year = 2000, journal = Computational Linguistics, month = 01, doi = 10.1162/089120100561647, }
@article{Kuipers2000, title = The Spatial Semantic Hierarchy, authors = Benjamin Kuipers, year = 2000, journal = Artificial Intelligence, month = 05, number = 1-2, pages = 191--233, volume = 119, URL = http://linkinghub.elsevier.com/retrieve/pii/S0004370200000175, }
@article{Lafferty2000, title = A Derivation of the Inside-Outside Algorithm from the EM Algorithm, authors = John D Lafferty, year = 2000, month = 01, URL = http://domino.watson.ibm.com/library/cyberdig.nsf/papers/C13E80CEF63EB770852576B6004852B4/$File/rc21636.pdf, }
@article{Lemarechal2000, title = Lagrangian Relaxation, authors = Claude Lemarechal, year = 2000, journal = Computational Combinatorial Optimization, Optimal or Provably Near-Optimal Solutions {$[$}based on a Spring School, month = 05, URL = http://portal.acm.org/citation.cfm?id, }
@article{Dahan2000, title = Linguistic Gender and Spoken-Word Recognition in French, authors = Delphine Dahan and Daniel Swingley and Michael K Tanenhaus and James S Magnuson, year = 2000, journal = Journal of Memory and Language, month = 05, number = 4, pages = 465--480, volume = 42, }
@book{Jim{\'e}nez2000, title = Computation of the N Best Parse Trees for Weighted and Stochastic Context-Free Grammars, authors = V{\'\\i}ctor M. Jim{\'e}nez and Andr{\'e}s Marzal, year = 2000, month = 01, doi = 10.1007/3-540-44522-6_19, }
@article{McClure2000, title = A meta-analytic review of sex differences in facial expression processing and their development in {\ldots}, authors = EB McClure, year = 2000, journal = Psychological Bulletin, month = 01, URL = http://cat.inist.fr/?aModele, }
@article{Minka2000, title = Estimating a Dirichlet distribution, authors = T Minka, year = 2000, journal = Microsoft, month = 01, URL = http://research.microsoft.com/en-us/um/people/minka/papers/dirichlet/minka-dirichlet.pdf, }
@article{Horvitz2000, title = Grounding Criterion: Toward a Formal Theory of Grounding, authors = Eric Horvitz and Tim Paek, year = 2000, month = April, number = MSR-TR-2000-40, pages = 9, URL = https://www.microsoft.com/en-us/research/publication/grounding-criterion-toward-a-formal-theory-of-grounding/, }
@article{Xia2000, title = Converting dependency structures to phrase structures, authors = F Xia and Martha Palmer, year = 2000, journal = Proceedings of the first international conference on {\ldots}, month = 01, URL = http://dl.acm.org/citation.cfm?id, }
@article{Pereira2000, title = Formal grammar and information theory: together again?, authors = Fernando Pereira, year = 2000, journal = Philosophical Transactions: Mathematical, Physical and Engineering Sciences, month = 01, pages = 1239--1253, URL = http://www.cis.upenn.edu/~pereira/papers/rsoc.pdf, }
@article{Postma2000, title = Detection of errors during speech production: a review of speech monitoring models, authors = Albert Postma, year = 2000, journal = Cognition, month = 09, pages = 35, }
@inproceedings{Rasmussen2000, title = The infinite Gaussian mixture model, authors = Carl Edward Rasmussen, year = 2000, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://www.menem.com/ilya/digital_library/discrete_learning/rasmussen-00.pdf, }
@book{Manning2000, title = Foundations of Statistical Natural Language Processing, authors = Christopher D Manning and Hinrich Schutze, year = 2000, month = 11, pages = 1--717, URL = http://citeseerx.ist.psu.edu.proxy2.library.illinois.edu/viewdoc/summary?doi, }
@book{Steedman2000, title = The Syntactic Process, authors = Mark Steedman, year = 2000, month = 09, doi = 10.1162/coli.2000.27.1.146, }
@book{Shapiro2000, title = Computer Vision, authors = Linda G Shapiro and George C Stockman, year = 2000, month = 01, URL = http://www.amazon.com/Computer-Vision-Linda-G-Shapiro/dp/0130307963, }
@article{Marsaglia2000, title = A Simple Method for Generating Gamma Variables, authors = George Marsaglia and Wai wan Tsang, year = 2000, journal = ACM Transactions on Mathematical Software, month = 09, pages = 363--372, volume = 26, URL = http://www.cparity.com/projects/AcmClassification/samples/358414.pdf, }
@article{Ishwaran2000, title = Markov chain Monte Carlo in approximate Dirichlet and beta two-parameter process hierarchical models, authors = Hemant Ishwaran and Mahmoud Zarepour, year = 2000, journal = Biometrika, month = 01, pages = 371--390, volume = 87, URL = http://www.ccs.miami.edu/~hishwaran/papers/beta2p.pdf, }
@article{Bloom2001, title = Pr{\'e}cis of How Children Learn the Meanings of Words, authors = Paul Bloom, year = 2001, journal = Behavioral and Brain Sciences, month = 01, number = 6, pages = 1095--1103, volume = 24, }
@article{Breiman2001, title = Statistical Modeling: The Two Cultures, authors = Leo Breiman, year = 2001, journal = Statistical Science, month = 01, pages = 199--231, volume = 16, URL = http://www.stat.uchicago.edu/~lekheng/courses/191f09/breiman.pdf, }
@article{Clark2001, title = Speaking in time, authors = Herbert H Clark, year = 2001, journal = Speech Communication, month = 10, pages = 9, }
@phdthesis{Clark2001, title = Unsupervised Language Acquisition: Theory and Practice, authors = Alexander Clark, year = 2001, school = University of Sussex, month = 09, URL = http://www.cs.rhul.ac.uk/home/alexc/papers/thesis.pdf, }
@article{Senghas2001, title = Children Creating Language: How Nicaraguan Sign Language Acquired a Spatial Grammar, authors = Ann Senghas and Marie Coppola, year = 2001, journal = Psychological Science, month = 07, pages = 1--6, volume = 12, }
@inproceedings{Covington2001, title = A fundamental algorithm for dependency parsing, authors = M Covington, year = 2001, booktitle = Proceedings of the 39th annual ACM southeast conference, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@article{Forsyth2001, title = Automatic Detection of Human Nudes, authors = David Forsyth and Margaret M Fleck, year = 2001, journal = International Journal of Computer Vision, month = 03, pages = 16, }
@article{MacEachern2001, title = Spatial Nonparametric Bayesian Models, authors = Steven N MacEachern and Athanasios Kottas and Alan E Gelfand, year = 2001, journal = Institute of Statistics and Decision Sciences, Duke University, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@inproceedings{Hale2001, title = A Probabilistic Earley Parser as a Psycholinguistic Model, authors = John Hale, year = 2001, booktitle = North American chapter of the Association for Computational Linguistics conference, month = 01, URL = http://acl.ldc.upenn.edu/N/N01/N01-1021.pdf, }
@book{Heckerman2001, title = A Tutorial on Learning With Bayesian Networks, authors = David Heckerman, year = 2001, month = 10, pages = 1--58, }
@article{Ishwaran2001, title = Gibbs Sampling Methods for Stick-Breaking Priors, authors = Hemant Ishwaran and Lancelot James, year = 2001, journal = Journal of the American Statistical Association, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@inproceedings{Johnson2001, title = Joint and conditional estimation of tagging and parsing models, authors = Mark Johnson, year = 2001, booktitle = Association for Computational Linguistics, month = 01, URL = http://cat.inist.fr/?aModele, }
@inproceedings{Viola2001, title = Rapid Object Detection using a Boosted Cascade of Simple Features, authors = Paul Viola and Michael Jones, year = 2001, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 10, pages = 8, }
@article{Kroch2001, title = Syntactic change, authors = A Kroch, year = 2001, journal = The handbook of contemporary syntactic theory, month = 01, pages = 699--729, }
@article{Lamport2001, title = Paxos made simple, authors = L Lamport, year = 2001, journal = ACM SIGACT News, month = 01, number = 4, pages = 18--25, volume = 32, }
@article{Parker2001, title = Paternal Behavior Is Associated With Central Neurohormone Receptor Binding Patterns in Meadow Voles (Microtus pennsylvanicus), authors = Karen J Parker and Lisa F Kinney and Katie M Phillips and Theresa M Lee, year = 2001, journal = Behavioral Neuroscience, month = 01, number = 6, pages = 1341--1348, volume = 115, }
@inproceedings{Watkinson2001, title = A Psychologically Plausible and Computationally Effective Approach to Learning Syntax, authors = Stephen Watkinson and Suresh Manandhar, year = 2001, booktitle = Conference on Computational Natural Language Learning, month = 01, URL = http://www-users.cs.york.ac.uk/~suresh/spip.php?page, }
@inproceedings{Watkinson2001, title = Acquisition of Large Scale Categorial Grammar Lexicons, authors = Stephen Watkinson and Suresh Manandhar, year = 2001, booktitle = PACLING, month = 01, URL = http://www.afnlp.org/archives/pacling2001/pdf/watkinson.pdf, }
@phdthesis{Minka2001, title = A family of algorithms for approximate Bayesian inference, authors = T Minka, year = 2001, school = MIT, month = 01, URL = http://www.cs.princeton.edu/courses/archive/fall11/cos597C/reading/minka-thesis.pdf, }
@inproceedings{Minka2001, title = Expectation Propagation for approximate Bayesian inference, authors = Thomas Minka, year = 2001, booktitle = Proceedings of the Seventeenth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-01), month = 01, pages = 362--369, }
@article{Sima'an2001, title = Building a Tree-Bank of Modern Hebrew Text, authors = Khalil Sima'an and Alon Itai and Yoad Winter and Alon Altman and Noa Nativ, year = 2001, journal = Traitement Automatique des Langues, month = 01, volume = 42, URL = http://mila.cs.technion.ac.il/treebank/tal.pdf, }
@inproceedings{Paskin2001, title = Grammatical Bigrams, authors = Mark A Paskin, year = 2001, booktitle = Advances in Neural Information Processing Systems, month = 01, pages = 1--7, URL = http://ai.stanford.edu/~paskin/pubs/Paskin2001a.pdf, }
@article{Penny2001, title = Variational Bayes for d-dimensional Gaussian Mixture Models, authors = W D Penny, year = 2001, journal = Technical Report, month = 01, pages = 1--6, }
@inproceedings{Lafferty2001, title = Conditional random fields: Probabilistic models for segmenting and labeling sequence data, authors = John D Lafferty and Andrew McCallum and Fernando Pereira, year = 2001, booktitle = International conference on Machine learning, month = 01, pages = 282--289, }
@article{Hirschberg2001, title = Learning Prosodic Features using a Tree Representation, authors = Julia Hirschberg and Owen Rambow, year = 2001, journal = Eurospeech, month = 01, pages = 1--4, }
@inproceedings{McDonald2001, title = Testing the Distributional Hypothesis: The Influence of Context on Judgements of Semantic Similarity, authors = Scott McDonald and Michael Ramscar, year = 2001, booktitle = In Proceedings of the 31st AAAI Conference on Artificial Intelligence, month = 01, pages = 611--616, URL = http://scholar.google.com/citations?view_op, }
@inproceedings{Freitas2001, title = Variational MCMC, authors = Nando de Freitas and Pedro Hojen-Sorensen and Michael I Jordan and Stuart J Russell, year = 2001, booktitle = Proceedings of the Seventeenth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-01), month = 01, pages = 120--127, URL = http://arxiv.org/pdf/1301.2266v1.pdf, }
@article{Bleam2001, title = A Lexicalized Tree Adjoining Grammar for English, authors = Tonia Bleam and Chung-hye Han and Rashmi Prasad and Carlos Prolo and Anoop Sarkar, year = 2001, month = 02, pages = 1--341, URL = ftp://ftp.cis.upenn.edu/pub/xtag/release-2.24.2001/tech-report.pdf, }
@article{Sato2001, title = Online model selection based on the variational Bayes, authors = MA Sato, year = 2001, journal = Neural computation, month = 01, number = 7, pages = 1649--1681, volume = 13, }
@inproceedings{Hochreiter2001, title = Gradient flow in recurrent nets: the difficulty of learning long-term dependencies, authors = S. Hochreiter and Y. Bengio and P. Frasconi and J. Schmidhuber, year = 2001, booktitle = A Field Guide to Dynamical Recurrent Neural Networks, pages = 237 -- 243, }
@article{Rayner2001, title = How Psychological Science Informs The Teahing of Reading, authors = Keith Rayner and Barbara R Foorman and Charles A Perfetti and David Pesetsky and Mark S Seidenberg, year = 2001, journal = Psychological Science in the Public Interest, month = 12, pages = 44, }
@article{Crammer2001, title = On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines, authors = Koby Crammer and Yoram Singer, year = 2001, journal = The Journal of Machine Learning Research, month = 12, pages = 1--28, }
@article{Oliva2001, title = Modeling the Shape of the Scene: a Holistic Representation of the Spatial Envelope, authors = Aude Oliva and Antonio Torralba, year = 2001, journal = International Journal of Computer Vision, month = 06, pages = 31, }
@book{Hopcroft2001, title = Introduction to Automata Theory Languages and Computation, authors = John E Hopcroft and Rajeev Motwani and Jeffrey D Ullman, year = 2001, month = 01, pages = 1--537, }
@inproceedings{Ng2001, title = On spectral clustering: Analysis and an algorithm, authors = Andrew Y Ng and Michael I Jordan and Y Weiss, year = 2001, booktitle = Advances in Neural Information Processing Systems, month = 01, pages = 849--856, }
@article{Bozsahin2002, title = The Combinatory Morphemic Lexicon, authors = Cem Bozsahin, year = 2002, journal = Computational Linguistics, month = 06, pages = 145--186, volume = 28, URL = http://acl.ldc.upenn.edu/J/J02/J02-2002.pdf, }
@inproceedings{Collins2002, title = Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms, authors = Michael Collins, year = 2002, booktitle = Empirical Methods in Natural Language Processing, month = 01, pages = 1--8, volume = 10, URL = http://portal.acm.org/citation.cfm?doid, }
@article{Laud2002, title = Reinforcement learning and shaping: Encouraging intended behaviors, authors = Adam Laud and Gerald Dejong, year = 2002, journal = International conference on Machine learning, month = 01, pages = 355--362, URL = http://www.grappa.univ-lille3.fr/~ppreux/docs/dynshap.pdf, }
@article{Bates2002, title = Language, gesture, and the developing brain, authors = Elizabeth Bates and Frederic Dick, year = 2002, journal = Developmental Psychobiology, month = 02, number = 3, pages = 293--310, volume = 40, }
@inproceedings{Collins2002, title = Convolution Kernels for Natural Language, authors = Michael Collins and Nigel Duffy, year = 2002, booktitle = Advances in Neural Information Processing Systems, month = 01, pages = 625--632, URL = http://books.nips.cc/papers/files/nips14/AA58.pdf, }
@article{Kohler2002, title = Hearing sounds, understanding actions: action representation in mirror neurons, authors = E Kohler and C Keysers and M Umilta and L Fogassi, year = 2002, journal = Science, month = 01, URL = http://www.sciencemag.org/cgi/content/abstract/297/5582/846, }
@inproceedings{Duygulu2002, title = Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary, authors = Pinar Duygulu and Kobus Barnard and J de Freitas and David Forsyth, year = 2002, booktitle = European Conference on Computer Vision, month = 01, URL = http://www.springerlink.com/index/DMX4GC895QRRJKT4.pdf, }
@article{Goodman2002, title = Efficient Parsing of DOP with PCFG-reductions, authors = Joshua Goodman, year = 2002, journal = Data Oriented Parsing, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Haase2002, title = Java Message Service API Tutorial, authors = Kim Haase, year = 2002, month = 03, pages = 1--278, URL = http://docs.oracle.com/javaee/1.3/jms/tutorial/jms_tutorial-1_3_1.pdf, }
@inproceedings{Clark2002, title = Evaluating a Wide-Coverage CCG Parser, authors = Stephen Clark and Julia Hockenmaier, year = 2002, URL = http://nlp.cs.illinois.edu/HockenmaierGroup/Papers/LREC2002/ClarkHockenmaier02.pdf, }
@inproceedings{Geman2002, title = Dynamic programming for parsing and estimation of stochastic unification-based grammars, authors = Stuart Geman and Mark Johnson, year = 2002, booktitle = Association for Computational Linguistics, month = 07, pages = 279--286, URL = http://www.aclweb.org/anthology-new/P/P02/P02-1036.pdf, }
@inproceedings{Johnson2002, title = A simple pattern-matching algorithm for recovering empty nodes and their antecedents, authors = Mark Johnson, year = 2002, booktitle = Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 136--143, URL = http://acl.ldc.upenn.edu/P/P02/P02-1018.pdf, }
@article{Elnozahy2002, title = A survey of rollback-recovery protocols in message-passing systems, authors = E Elnozahy and Lorenzo Alvisi and Y Wang and D Johnson, year = 2002, journal = ACM Computing Surveys (CSUR), month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@article{Glenberg2002, title = Grounding language in action, authors = Arthur M Glenberg and Michael P Kaschak, year = 2002, journal = Psychonomic Bulletin \\& Review, month = 09, number = 3, pages = 558--565, volume = 9, doi = 10.3758/BF03196313, }
@article{Lee2002, title = Fast context-free grammar parsing requires fast boolean matrix multiplication, authors = L Lee, year = 2002, journal = Journal of the ACM, month = 01, number = 1, pages = 15, volume = 49, }
@article{Shi2002, title = Normalized cuts and image segmentation, authors = J Shi and Jitendra Malik, year = 2002, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = 01, number = 8, pages = 888--905, volume = 22, }
@article{Malouf2002, title = A comparison of algorithms for maximum entropy parameter estimation, authors = R Malouf, year = 2002, journal = International Conference On Computational Linguistics, month = 01, pages = 1--7, }
@book{Watkinson2002, title = Unsupervised Lexical Learning with Categorial Grammars Using the LLL Corpus, authors = Stephen Watkinson and Suresh Manandhar, year = 2002, month = 02, number = Chapter 14, pages = 218--236, volume = 1925, doi = 10.1007/3-540-40030-3_14, }
@inproceedings{Klein2002, title = A generative constituent-context model for improved grammar induction, authors = Dan Klein and Christopher D Manning, year = 2002, booktitle = Association for Computational Linguistics, month = 07, pages = 128--135, URL = http://portal.acm.org/citation.cfm?id, }
@article{Stanley2002, title = Evolving neural networks through augmenting topologies, authors = Kenneth Stanley and Risto Miikkulainen, year = 2002, journal = Evolutionary Computation, month = 01, doi = 10.1162/106365602320169811, }
@article{Minka2002, title = Beyond Newton's Method, authors = T Minka, year = 2002, journal = Microsoft, month = 04, URL = http://research.microsoft.com/en-us/um/people/minka/papers/minka-newton.pdf, }
@book{Mitchell2002, title = Machine Learning, authors = Tom M Mitchell, year = 2002, month = 01, pages = 1--421, }
@article{Tulai2002, title = Combining Competitive And Cooperative Coevolution For Training Cascade Neural Networks, authors = A Tulai and F Oppacher, year = 2002, journal = Genetic and Evolutionary Computation Conference, month = 01, URL = ftp://ftp.cs.bham.ac.uk/pub/authors/W.B.Langdon/biblio/gecco2002/GA074.pdf, }
@article{Pitman2002, title = Combinatorial Stochastic Processes, authors = Jim Pitman, year = 2002, journal = University of California Berkeley, month = 08, pages = 1--231, URL = http://www.stat.berkeley.edu/~pitman/621.pdf, }
@article{Pitman2002, title = Poisson--Dirichlet and GEM Invariant Distributions for Split-and-Merge Transformations of an Interval Partition, authors = Jim Pitman, year = 2002, journal = Combinatorics, Probability \\& Computing, month = 09, number = 05, pages = 501--514, volume = 11, URL = http://journals.cambridge.org/action/displayAbstract?aid, }
@inproceedings{Beal2002, title = The Infinite Hidden Markov Model, authors = Matthew J Beal and Zoubin Ghahramani and Carl Edward Rasmussen, year = 2002, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://mlg.eng.cam.ac.uk/zoubin/papers/ihmm.pdf, }
@inproceedings{Ratnaparkhi2002, title = A Maximum Entropy Model for Prepositional Phrase Attachment, authors = Adwait Ratnaparkhi and Jeff Reynar and Salim Roukos, year = 2002, booktitle = In Proceedings of the ARPA Workshop on Human Language Technology, month = 04, }
@article{Roy2002, title = Learning visually grounded words and syntax for a scene description task, authors = Deb K Roy, year = 2002, journal = Computer speech \\& language, month = 07, number = 3-4, pages = 353--385, volume = 16, URL = http://linkinghub.elsevier.com/retrieve/pii/S0885230802000244, }
@article{Smith2002, title = Object name learning provides on-the-job training for attention, authors = Linda B Smith and Susan S Jones and Barbara Landau and Lisa Gershkoff-Stowe and Larissa Samuelson, year = 2002, journal = Psychological Science, month = 01, pages = 13--19, }
@article{Kearns2002, title = Near-optimal reinforcement learning in polynomial time, authors = Michael Kearns and S Singh, year = 2002, journal = Machine learning, month = 01, number = 2, pages = 209--232, volume = 49, }
@inproceedings{Hockenmaier2002, title = Generative Models for Statistical Parsing with Combinatory Categorial Grammar, authors = Julia Hockenmaier and Mark Steedman, year = 2002, booktitle = Proceedings of 40th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 335--342, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Clark2002, title = Building Deep Dependency Structures using a Wide-Coverage CCG Parser, authors = Stephen Clark and Julia Hockenmaier and Mark Steedman, year = 2002, booktitle = Proceedings of 40th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 327--334, URL = http://www.aclweb.org/anthology/P02-1042.pdf, }
@article{Brafman2002, title = R-Max -- A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning, authors = Ronen I. Brafman and Moshe Tennenholtz, year = 2002, journal = Journal of Machine Learning Research, month = October, pages = 213 -- 231, volume = 3, }
@article{Villavicencio2002, title = The acquisition of a unification-based generalised categorial grammar, authors = Aline Villavicencio, year = 2002, journal = Univeristy of Cambridge, month = 01, URL = http://www.cl.cam.ac.uk/TechReports/UCAM-CL-TR-533.pdf, }
@article{Ishwaran2002, title = Exact and Approximate Sum Representations for the Dirichlet Process, authors = Hemant Ishwaran and Mahmoud Zarepour, year = 2002, journal = The Canadian Journal of Statistics, month = 06, pages = 269--283, volume = 30, URL = http://people.ee.duke.edu/~lcarin/DP&DD.pdf, }
@inproceedings{Papineni2002, title = {B}leu: a Method for Automatic Evaluation of Machine Translation, authors = Kishore Papineni and Salim Roukos and Todd Ward and Wei-Jing Zhu, year = 2002, booktitle = Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 311--318, doi = 10.3115/1073083.1073135, URL = https://www.aclweb.org/anthology/P02-1040, }
@article{Varma2002, title = Classifying images of materials: Achieving viewpoint and illumination independence, authors = Manik Varma and Andrew Zisserman, year = 2002, journal = Lecture Notes in Computer Science, month = 01, URL = http://www.springerlink.com/index/UR624F3GUCJJMP35.pdf, }
@article{Baddeley2003, title = Working memory and language: an overview, authors = A Baddeley, year = 2003, journal = Journal of Communication Disorders, month = 06, number = 3, pages = 189--208, volume = 36, }
@phdthesis{Beal2003, title = Variational algorithms for approximate Bayesian inference, authors = Matthew J Beal, year = 2003, month = 01, URL = http://www.google.com/search?client, }
@article{Bottou2003, title = Stochastic learning, authors = L{\'e}on Bottou, year = 2003, journal = Advanced lectures on machine learning, month = 01, URL = http://www.springerlink.com/index/wneac2xupugda9fc.pdf, }
@article{Chouinard2003, title = Adult reformulations of child errors as negative evidence, authors = Michelle M. Chouinard and Eve V. Clark, year = 2003, journal = Journal of Child Language, number = 3, pages = 637–669, volume = 30, doi = 10.1017/S0305000903005701, }
@article{Clark2003, title = Combining Distributional and Morphological Information for Part of Speech Induction, authors = Alexander Clark, year = 2003, journal = European Chapter of the Association for Computational Linguistics, month = 01, pages = 59--66, }
@article{Collins2003, title = Head-Driven Statistical Models for Natural Language Parsing, authors = Michael Collins, year = 2003, journal = Computational Linguistics, month = 12, number = 4, pages = 589--637, volume = 29, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Clark2003, title = Log-Linear Models for Wide-Coverage {CCG} Parsing, authors = Stephen Clark and James Curran, year = 2003, booktitle = Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing, pages = 97--104, URL = http://www.aclweb.org/anthology/W03-1013.pdf, }
@phdthesis{Curran2003, title = From Distributional to Semantic Similarity, authors = James Curran, year = 2003, school = University of Edinburgh, month = 01, URL = http://www.era.lib.ed.ac.uk/bitstream/1842/563/2/IP030023.pdf, }
@article{Diaconis2003, title = The Problem of Thinking Too Much, authors = Persi Diaconis, year = 2003, month = 01, URL = http://www-stat.stanford.edu/~cgates/PERSI/papers/thinking.pdf#, }
@inproceedings{Dominey2003, title = Learning grammatical constructions in a miniature language from narrated video events, authors = Peter Ford Dominey, year = 2003, booktitle = Proceedings of the 25th Annual Meeting of the Cognitive Science Society, Boston, month = 01, }
@article{Beal2003, title = The Variational Bayesian EM Algorithm for Incomplete Data: with Application to Scoring Graphical Model Structures, authors = Matthew J Beal and Zoubin Ghahramani, year = 2003, journal = Bayesian Statistics, month = 01, URL = http://mlg.eng.cam.ac.uk/zoubin/papers/valencia02.pdf, }
@inproceedings{Salakhutdinov2003, title = Optimization with EM and expectation-conjugate-gradient, authors = Ruslan Salakhutdinov and S Roweis and Zoubin Ghahramani, year = 2003, booktitle = International conference on Machine learning, month = 01, number = 2, pages = 672, volume = 20, }
@article{Goldinger2003, title = Puzzle-solving science: the quixotic quest for units in speech perception, authors = S Goldinger, year = 2003, journal = Journal of Phonetics, month = 10, number = 3-4, pages = 305--320, volume = 31, }
@article{Diligenti2003, title = Hidden Tree Markov Models for Document Image Classification, authors = Michelangelo Diligenti and Paolo Frasconi and Marco Gori, year = 2003, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = 01, pages = 1--15, URL = http://www.google.com/url?sa, }
@inproceedings{Penn2003, title = Topological parsing, authors = G Penn and Mohammad Haji-Abdolhosseini, year = 2003, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, pages = 283--290, }
@article{Rice2003, title = Tense Over Time: The Longitudinal Course of Tense Acquisition in Children With Specific Language Impairment, authors = Mabel L Rice and Kenneth Wexler and Scott Hershberger, year = 2003, journal = Journal of Speech, Language and Hearing Research, month = 10, pages = 1--20, URL = http://www.google.com/search?client, }
@phdthesis{Hockenmaier2003, title = Data and models for statistical parsing with Combinatory Categorial Grammar, authors = Julia Hockenmaier, year = 2003, school = School of Informatics. Edinburgh, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@inproceedings{Hockenmaier2003, title = Parsing with generative models of predicate-argument structure, authors = Julia Hockenmaier, year = 2003, booktitle = Association for Computational Linguistics, month = 01, pages = 366, URL = https://www.aclweb.org/anthology/P03-1046/, }
@article{Kuperberg2003, title = Electrophysiological distinctions in processing conceptual relationships within simple sentences, authors = Gina R Kuperberg and Tatiana Sitnikova and David Caplan and Phillip J Holcomb, year = 2003, journal = Cognitive Brain Research, month = 06, number = 1, pages = 117--129, volume = 17, URL = http://linkinghub.elsevier.com/retrieve/pii/S0926641003000867, }
@article{Hurford2003, title = Language Beyond Our Grasp: What Mirror Neurons Can, And Cannot, Do For Language Evolution, authors = James R Hurford, year = 2003, journal = The Evolution of Communication Systems: A Comparative Approach, month = 09, pages = 1--16, URL = http://www.google.com/search?client, }
@article{Hwa2003, title = Sample Selection for Statistical Parsing, authors = Rebecca Hwa, year = 2003, journal = Computational Linguistics, month = 12, pages = 1--24, doi = 10.1162/0891201041850894, }
@inproceedings{Zelnik-Manor2003, title = Degeneracies, dependencies and their implications in multi-body and multi-sequence factorizations, authors = Lihi Zelnik-Manor and Michal Irani, year = 2003, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@article{Bengio2003, title = A Neural Probabilistic Language Model, authors = Yoshua Bengio and R{\'e}jean Ducharme and Pascal Vincent and Christian Jauvin, year = 2003, journal = The Journal of Machine Learning Research, month = 01, pages = 1137--1155, volume = 3, URL = http://jmlr.csail.mit.edu/papers/volume3/bengio03a/bengio03a.pdf, }
@article{Andrieu2003, title = An introduction to MCMC for machine learning, authors = Christophe Andrieu and Nando de Freitas and Arnaud Doucet and Michael I Jordan, year = 2003, journal = Machine learning, month = 01, URL = http://www.springerlink.com/index/XH62794161K70540.pdf, }
@article{Barnard2003, title = Matching words and pictures, authors = Kobus Barnard and Pinar Duygulu and David Forsyth and Nando de Freitas and David M Blei and Michael I Jordan, year = 2003, journal = The Journal of Machine Learning Research, month = 01, pages = 1107--1135, volume = 3, }
@article{Blei2003, title = Latent Dirichlet Allocation, authors = David M Blei and Andrew Y Ng and Michael I Jordan, year = 2003, journal = The Journal of Machine Learning Research, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@book{Wainwright2003, title = Graphical models, exponential families, and variational inference, authors = Martin J Wainwright and Michael I Jordan, year = 2003, month = 08, number = 1-2, pages = 1--305, volume = 1, URL = http://www.eecs.berkeley.edu/~wainwrig/Papers/WaiJorVariational03.pdf, }
@inbook{Joshi2003, title = Starting with Complex Primitives Pays Off, authors = Aravind K Joshi, year = 2003, booktitle = Computational Linguistics and Intelligent Text Processing, month = 02, number = Chapter 1, pages = 1--10, volume = 2588, doi = 10.1007/3-540-36456-0_1, }
@article{Chung2003, title = Generalizations of Polya's Urn Problem, authors = Fan Chung and Shirin Handjani and Doug Jungreis, year = 2003, journal = Annals of Combinatorics, pages = 1--14, URL = http://www.math.ucsd.edu/~fan/wp/ballbin.pdf, }
@article{Girolami2003, title = On an Equivalence between PLSI and LDA, authors = Mark Girolami and Ata Kaban, year = 2003, journal = SIGIR, month = 01, URL = http://www.cs.bham.ac.uk/~axk/sigir2003_mgak.pdf, }
@inproceedings{Dubey2003, title = Probabilistic Parsing for German using Sister-Head Dependencies, authors = Amit Dubey and Frank Keller, year = 2003, booktitle = Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, month = 01, URL = http://acl.ldc.upenn.edu/P/P03/P03-1013.pdf, }
@article{Kleunder2003, title = Speech, authors = Keith R Kleunder, year = 2003, journal = Encyclopedia of the Human Brain, month = 01, pages = 16, volume = 4, }
@book{MacKay2003, title = Information Theory, Inference, and Learning Algorithms, authors = David JC MacKay, year = 2003, month = 01, URL = http://www.cs.toronto.edu/~mackay/itprnn/book.pdf, }
@article{Malt2003, title = Universality and language specificity in object naming, authors = B Malt, year = 2003, journal = Journal of Memory and Language, month = 07, number = 1, pages = 20--42, volume = 49, }
@inproceedings{Klein2003, title = A* Parsing: Fast Exact Viterbi Parse Selection, authors = Dan Klein and Christopher D Manning, year = 2003, booktitle = Proceedings of the 1993 Workshop on Human Language Technology, month = 01, pages = 40--47, URL = http://www.aclweb.org/anthology/N03-1016.pdf, }
@inproceedings{Klein2003, title = Accurate Unlexicalized Parsing, authors = Dan Klein and Christopher D Manning, year = 2003, booktitle = Association for Computational Linguistics, month = 01, URL = https://www.aclweb.org/anthology/P03-1054/, }
@inproceedings{Levy2003, title = Is it harder to parse Chinese, or the Chinese Treebank?, authors = Roger Levy and Christopher D Manning, year = 2003, booktitle = Proceedings of the 41st Annual Meeting on Association for Computational Linguistics, month = 01, URL = http://acl.ldc.upenn.edu/P/P03/P03-1056.pdf, }
@inproceedings{Klein2003, title = Fast Exact Inference with a Factored Model for Natural Language Parsing, authors = Dan Klein and Christopher D Manning, year = 2003, booktitle = In Advances in Neural Information Processing Systems NIPS, month = 01, URL = https://papers.nips.cc/paper/2325-fast-exact-inference-with-a-factored-model-for-natural-language-parsing, }
@article{Yamada2003, title = Statistical Dependency Analysis with Support Vector Machines, authors = Hiroyasu Yamada and Yuji Matsumoto, year = 2003, journal = International Workshop on Parsing Technologies, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@inproceedings{Yamada2003, title = Statistical Dependency Analysis With Support Vector Machines, authors = Hiroyasu Yamada and Yuji Matsumoto, year = 2003, booktitle = In proceedings of 8th International Workshop on Parsing Technologies, month = 01, pages = 195--206, URL = http://www.jaist.jp/~h-yamada/pdf/iwpt2003.pdf, }
@article{Mintz2003, title = Frequent frames as a cue for grammatical categories in child directed speech, authors = Toben H Mintz, year = 2003, journal = Cognition, month = 11, number = 1, pages = 91--117, volume = 90, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027703001409, }
@article{Neal2003, title = Slice sampling, authors = Radford M Neal, year = 2003, journal = The Annals of Statistics, month = 06, number = 3, pages = 705--767, volume = 31, URL = http://projecteuclid.org.proxy2.library.illinois.edu/euclid.aos/1056562461, }
@article{Och2003, title = A systematic comparison of various statistical alignment models, authors = Franz Josef Och and Hermann Ney, year = 2003, journal = Computational Linguistics, month = 01, doi = 10.1162/089120103321337421, }
@inproceedings{Nivre2003, title = An efficient algorithm for projective dependency parsing, authors = Joakim Nivre, year = 2003, booktitle = International Workshop on Parsing Technologies, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@inproceedings{Sha2003, title = Shallow parsing with conditional random fields, authors = Fei Sha and Fernando Pereira, year = 2003, booktitle = North American chapter of the Association for Computational Linguistics conference, month = 01, pages = 213--220, }
@inproceedings{Kanejiya2003, title = Automatic evaluation of students' answers using syntactically enhanced LSA, authors = D Kanejiya and A Kumar and S Prasad, year = 2003, booktitle = North American chapter of the Association for Computational Linguistics conference, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@article{Mcclelland2003, title = The parallel distributed processing approach to semantic cognition, authors = James L Mcclelland and Timothy T Rogers, year = 2003, journal = Nature Reviews Neuroscience, month = 04, number = 4, pages = 310--322, volume = 4, }
@book{Baclawski2003, title = An Introduction To Probability, authors = Kenneth Baclawski and Gian-Carlo Rota, year = 2003, month = 06, pages = 1--467, }
@inproceedings{Xing2003, title = A Generalized Mean Field Algorithm for Variational Inference in Exponential Families, authors = Eric P Xing and Michael I Jordan and Stuart J Russell, year = 2003, booktitle = Uncertainty in Artificial Intelligence, month = 01, pages = 583--591, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Thiessen2003, title = When cues collide: Use of stress and statistical cues to word boundaries by 7- to 9-month-old infants., authors = Erik D. Thiessen and Jenny R Saffran, year = 2003, journal = Developmental Psychology, month = 01, number = 4, pages = 706--716, volume = 39, URL = http://doi.apa.org/getdoi.cfm?doi, }
@inproceedings{Ng2003, title = Autonomous helicopter flight via reinforcement learning, authors = Andrew Y Ng and H Jin Kim and Michael I Jordan and Shankar Sastry, year = 2003, booktitle = Advances in Neural Information Processing Systems, month = 12, URL = http://www.cs.berkeley.edu/~jordan/papers/ng-etal03.pdf, }
@inproceedings{Gildea2003, title = Identifying Semantic Roles Using Combinatory Categorial Grammar, authors = Daniel Gildea and Julia Hockenmaier and Michael Collins and Mark Steedman, year = 2003, booktitle = Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing, month = 01, pages = 57--64, URL = http://www.aclweb.org/anthology/W03-1008.pdf, }
@article{Brafman2003, title = R-max-a general polynomial time algorithm for near-optimal reinforcement learning, authors = RI Brafman and M Tennenholtz, year = 2003, month = 01, pages = 213--231, volume = 3, }
@article{Torralba2003, title = Contextual Priming for Object Detection, authors = Antonio Torralba, year = 2003, journal = International Journal of Computer Vision, month = 05, pages = 23, }
@article{Honkela2003, title = On-line variational Bayesian learning, authors = A Honkela and H Valpola, year = 2003, month = 01, pages = 803--808, }
@inproceedings{Jones2003, title = Fast multi-view face detection, authors = Michael Jones and Paul Viola, year = 2003, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://www.merl.com/papers/docs/TR2003-096.pdf, }
@article{Wang2003, title = An industrial strength audio search algorithm, authors = A Wang, year = 2003, journal = International Conference on Music Information Retrieval (ISMIR), month = 01, }
@article{Welch2003, title = Hidden Markov Models and the Baum-Welch Algorithm, authors = Lloyd R Welch, year = 2003, journal = IEEE Information Theory Society Newsletter, month = 12, number = 4, pages = 1--24, volume = 53, }
@article{Rice2003, title = Toward Tense as a Clinical Marker of Specific Language Impairment in EnglishSpeaking Children, authors = Mabel L Rice and Kenneth Wexler, year = 2003, journal = Journal of Speech and Hearing Research, month = 12, pages = 1239--1257, volume = 39, }
@inproceedings{Wainwright2003, title = Tree-reweighted belief propagation algorithms and approximate ML estimation by pseudo-moment matching, authors = Martin J Wainwright and Tommi S Jaakkola and Alan S Willsky, year = 2003, booktitle = AIStats, month = 01, URL = http://www.eecs.berkeley.edu/~wainwrig/Papers/WJW_AIStat03.pdf, }
@book{Kushner2003, title = Stochastic approximation and recursive algorithms and applications, authors = Harold J Kushner and G Yin, year = 2003, month = 01, }
@article{Yngve2003, title = A framework for syntactic translation, authors = V Yngve, year = 2003, journal = Readings in machine translation, month = 01, URL = http://www.mt-archive.info/MT-1957-Yngve.pdf, }
@article{Fergus2003, title = Object Class Recognition by Unsupervised Scale-Invariant Learning, authors = Rob Fergus and Pietro Perona and Andrew Zisserman, year = 2003, month = 04, pages = 8, }
@article{Sivic2003, title = Video Google: A Text Retrieval Approach to Object Matching in Videos, authors = Josef Sivic and Andrew Zisserman, year = 2003, month = 08, pages = 8, }
@book{Hartley2003, title = Multiple View Geometry in Computer Vision, authors = Richard Hartley and Andrew Zisserman, year = 2003, month = 01, URL = http://www.amazon.com/Multiple-View-Geometry-Computer-Vision/dp/0521540518/ref, }
@article{Mokhtarian2004, title = Matching shapes with self-intersections: Application to leaf classification, authors = F Mokhtarian and S Abbasi, year = 2004, journal = IEEE Transactions on Image Processing, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@book{Ali2004, title = The Holy Quran, authors = Abdullah Yusuf Ali, year = 2004, month = 03, pages = 1--329, }
@book{Alpaydin2004, title = Introduction to machine learning, authors = Ethem Alpaydin, year = 2004, month = 01, URL = http://books.google.com/books?id, }
@inproceedings{Tsochantaridis2004, title = Support vector machine learning for interdependent and structured output spaces, authors = Ioannis Tsochantaridis and Thomas Hofmann and Thorsten Joachims and Yasemin Altun, year = 2004, booktitle = International conference on Machine learning, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Bresnan2004, title = Predicting the Dative Alternation, authors = Joan Bresnan and Anna Cueni and Tatiana Nikitina and R Harald Baayen, year = 2004, booktitle = KNAW Academy Colloquium: Cognitive Foundations of Interpretation, month = 10, URL = http://www.stanford.edu/~bresnan/qs-submit.pdf, }
@article{Salvi2004, title = Pattern codification strategies in structured light systems, authors = J Salvi and J Pages and J Batlle, year = 2004, journal = Pattern recognition, month = 01, number = 4, pages = 827--849, volume = 37, }
@article{Bikel2004, title = Intricacies of Collins'Parsing Model, authors = Daniel M Bikel, year = 2004, journal = Computational Linguistics, month = 06, number = 4, volume = 30, URL = http://www.aclweb.org/anthology-new/J/J04/J04-4004.pdf, }
@article{Rother2004, title = GrabCut -Interactive Foreground Extraction using Iterated Graph Cuts, authors = Carsten Rother and Vladimir Kolmogorov and Andrew Blake, year = 2004, journal = Association for Computing Machinery's Special Interest Group on Graphics and Interactive Techniques, month = 05, pages = 6, }
@phdthesis{Blei2004, title = Probabilistic models of text and images, authors = David M Blei, year = 2004, school = University of California, Berkeley, month = 01, }
@article{Bock2004, title = Psycholinguistically speaking: Some matters of meaning, marking, and morphing, authors = Kathryn Bock, year = 2004, journal = The Psychology of Learning and Motivation: Advances in Research and Theory, month = 01, pages = 109, }
@article{Dalmas2004, title = Annotating CBC4Kids: A Corpus for Reading Comprehension and Question Answering Evaluation, authors = Tiphaine Dalmas and Jochen Leidner and Bonnie Webber and Claire Grover and Johan Bos, year = 2004, month = 03, URL = http://www.inf.ed.ac.uk/publications/online/0204.pdf, }
@article{Brooks2004, title = Intelligence without representation, authors = R Brooks, year = 2004, month = 01, }
@article{Cangelosi2004, title = The grounding and sharing of symbols, authors = Angelo Cangelosi, year = 2004, month = 09, pages = 1--12, }
@article{Chun2004, title = On software, or the persistence of visual knowledge, authors = WHK Chun, year = 2004, journal = Grey Room, month = 01, URL = http://www.brown.edu/Departments/MCM/people/chun/papers/software.pdf, }
@article{Smith2004, title = Layered motion segmentation and depth ordering by tracking edges, authors = P Smith and T Drummond and Roberto Cipolla, year = 2004, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@article{Clark2004, title = Pointing and Placing, authors = Herbert H Clark, year = 2004, month = 04, pages = 1--14, }
@inproceedings{Clark2004, title = Parsing the WSJ Using CCG and Log-Linear Models, authors = Stephen Clark and James Curran, year = 2004, booktitle = Proceedings of the 42nd Meeting of the Association for Computational Linguistics (ACL'04), Main Volume, month = 07, pages = 103--110, URL = http://acl.ldc.upenn.edu/acl2004/main/pdf/304_pdf_2-col.pdf, }
@article{Bock2004, title = Putting First Things First, authors = Kathryn Bock and David E Irwin and Douglas J Davidson, year = 2004, month = 03, pages = 30, }
@article{Ghemawat2004, title = MapReduce: Simplified Data Processing on Large Clusters, authors = S Ghemawat and Jeff Dean, year = 2004, month = 01, }
@article{Edgar2004, title = MUSCLE: multiple sequence alignment with high accuracy and high throughput, authors = R C Edgar, year = 2004, journal = Nucleic Acids Research, month = 03, number = 5, pages = 1792--1797, volume = 32, doi = 10.1093/nar/gkh340, }
@article{Iverson2004, title = Infant Vocal-Motor Coordination: Precursor to the Gesture-Speech System?, authors = Jana M Iverson and Mary K Fagan, year = 2004, journal = Child Development, month = 07, pages = 1053--1066, volume = 75, }
@inproceedings{Berg2004, title = Who's in the Picture, authors = Tamara L. Berg and Alexander C. Berg and Jaety Edwards and David A. Forsyth, year = 2004, booktitle = NIPS, }
@inproceedings{Torralba2004, title = Sharing features: efficient boosting procedures for multiclass object detection, authors = Antonio Torralba and Kevin P Murphy and William T Freeman, year = 2004, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://www.cs.ubc.ca/~murphyk/Papers/jointBoostCVPR04_camera.pdf, }
@article{Garrod2004, title = Why is conversation so easy?, authors = S Garrod, year = 2004, journal = Cell, month = 01, number = 1, pages = 8--11, volume = 8, }
@article{Riga2004, title = Symbol grounding transfer with hybrid self-organizing/supervised neural networks, authors = T Riga and Angelo Cangelosi and Alberto Greco, year = 2004, journal = IJCNN04 International Joint Conference on Neural Networks, month = 01, pages = 686--693--693, }
@article{Griffin2004, title = A reversed word length effect in coordinating the preparation and articulation of words in speaking, authors = Zenzi M Griffin, year = 2004, journal = Psychonomic Bulletin \\& Review, month = 06, pages = 7, }
@article{Ke2004, title = Efficient near-duplicate detection and sub-image retrieval, authors = Y Ke and R Sukthankar and L Huston, year = 2004, journal = ACM Multimedia, month = 01, URL = http://www.intel-research.net/Publications/Pittsburgh/101220041412_279.pdf, }
@inproceedings{Buntine2004, title = Applying discrete PCA in data analysis, authors = W Buntine and A Jakulin, year = 2004, booktitle = Uncertainty in Artificial Intelligence, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Blei2004, title = Variational Methods for the Dirichlet Process, authors = David M Blei and Michael I Jordan, year = 2004, booktitle = Proceedings of the Twenty-First International Conference on Machine Learning (ICML 2004), month = 07, URL = http://www.cs.berkeley.edu/~jordan/papers/vdp-icml.pdf, }
@article{Blei2004, title = Variational inference for Dirichlet process mixtures, authors = David M Blei and Michael I Jordan, year = 2004, journal = Technical Report, month = 10, URL = http://www.stat.berkeley.edu/tech-reports/674.pdf, }
@article{Joshi2004, title = Domains of locality, authors = Aravind K Joshi, year = 2004, journal = Data \\& Knowledge Engineering, month = 09, number = 3, pages = 277--289, volume = 50, URL = http://linkinghub.elsevier.com/retrieve/pii/S0169023X0400045X, }
@inproceedings{Diab2004, title = Automatic tagging of Arabic text: From raw text to base phrase chunks, authors = M Diab and K Hacioglu and Daniel Jurafsky, year = 2004, booktitle = North American chapter of the Association for Computational Linguistics conference, month = 01, pages = 149--152, }
@article{Otterlo2004, title = Challenges for relational reinforcement learning, authors = M Otterlo and K Kersting, year = 2004, month = 01, }
@inproceedings{Taskar2004, title = Max-margin parsing, authors = Ben Taskar and Dan Klein and Michael Collins and Daphne Koller, year = 2004, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://acl.ldc.upenn.edu/acl2004/emnlp/pdf/Taskar.pdf, }
@inproceedings{Taskar2004, title = Learning associative Markov networks, authors = Ben Taskar and V Chatalbashev and Daphne Koller, year = 2004, booktitle = International conference on Machine learning, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@article{Kuhl2004, title = Early language acquisition: cracking the speech code, authors = Patricia K Kuhl, year = 2004, journal = Nature Reviews Neuroscience, month = 11, number = 11, pages = 831--843, volume = 5, }
@inproceedings{Bottou2004, title = Large scale online learning, authors = L{\'e}on Bottou and Yann LeCun, year = 2004, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@inproceedings{Lee2004, title = ``I'm sorry Dave, I'm afraid I can't do that'': Linguistics, Statistics, and Natural Language Processing circa 2001, authors = Lillian Lee, year = 2004, booktitle = Computer Science: Reflections on the Field, Reflections from the Field, month = 01, URL = http://www.cs.cornell.edu/home/llee/papers/cstb.pdf, }
@book{Levine2004, title = Formal Grammar: Theory and Implementation (VANCOUVER STUDIES IN COGNITIVE SCIENCE, Vol. II), authors = Robert Levine, year = 2004, month = 08, pages = 1--449, }
@article{Lowe2004, title = Distinctive image features from scale-invariant keypoints, authors = D Lowe, year = 2004, journal = International Journal of Computer Vision, month = 01, URL = http://www.springerlink.com/index/H4L02691327PX768.pdf, }
@inproceedings{Klein2004, title = Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency, authors = Dan Klein and Christopher D Manning, year = 2004, booktitle = Proceedings of the 42nd Meeting of the Association for Computational Linguistics (ACL'04), Main Volume, month = 07, pages = 478--485, URL = http://www.cs.berkeley.edu/~klein/papers/acl04-factored_induction.pdf, }
@inproceedings{Kudo2004, title = Applying conditional random fields to Japanese morphological analysis, authors = T Kudo and K Yamamoto and Yuji Matsumoto, year = 2004, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://acl.ldc.upenn.edu/acl2004/emnlp/pdf/Kudo.pdf, }
@article{Mayberry2004, title = Incremental Nonmonotonic Parsing through Semantic Self-Organization, authors = Marshall Mayberry, year = 2004, journal = AI-TR-04-310, month = 08, pages = 143, }
@article{Meng2004, title = An introduction to Variational calculus in Machine Learning, authors = Anders Meng, year = 2004, month = 03, pages = 1--7, URL = https://docs.google.com/a/yo-tech.com/viewer?a, }
@article{Miller2004, title = The importance of vowel diacritics for reading in Hebrew: What can be learned from readers with prelingual deafness?, authors = P Miller, year = 2004, journal = Reading and Writing, month = 01, URL = http://www.springerlink.com/index/N86553740666814X.pdf, }
@inproceedings{Nivre2004, title = Memory-based dependency parsing, authors = Joakim Nivre and Johan Hall and Jens Nilsson, year = 2004, booktitle = Conference on Computational Natural Language Learning, month = 01, URL = http://acl.ldc.upenn.edu/W/W04/W04-2407.pdf, }
@article{Tiedemann2004, title = The OPUS corpus-parallel and free http://logos. uio. no/opus, authors = J Tiedemann and L Nygaard, year = 2004, journal = The International Conference on Language Resources and Evaluation, month = 01, }
@inproceedings{McAllester2004, title = Case-Factor Diagrams for Structured Probabilistic Modeling, authors = David McAllester and Michael Collins and Fernando Pereira, year = 2004, booktitle = Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI2004), month = 04, URL = http://ttic.uchicago.edu/~dmcallester/casefactor.pdf, }
@article{Serre2004, title = A New Biologically Motivated Framework for Robust Object Recognition, authors = Thomas Serre and Lior Wolf and Tomaso Poggio, year = 2004, journal = Storming Media, month = 11, pages = 1--11, }
@article{Marin2004, title = Bayesian Modelling and Inference on Mixtures of Distributions, authors = Jean-Michel Marin and Kerrie Mengersen and Christian P Robert, year = 2004, month = 01, pages = 1--56, }
@article{Kurihara2004, title = An Application of the Variational Bayesian Approach to Probabilistic Context-Free Grammars, authors = Kenichi Kurihara and Taisuke Sato, year = 2004, journal = International Joint Conference on Natural Language Processing Workshop Beyond Shallow Analyses, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@inproceedings{Leibe2004, title = Combined Object Categorization and Segmentation with an Implicit Shape Model, authors = Bastian Leibe and Ales Leonardis and Bernt Schiele, year = 2004, booktitle = European Conference on Computer Vision, month = 04, pages = 16, }
@book{Shor2004, title = Minimization Methods for Non-Differenliable Functions, authors = N Z Shor, year = 2004, month = 11, pages = 1--172, }
@article{Newell2004, title = Computer Science as Empirical Inquiry: Symbols and Search, authors = Allen Newell and Herbert A Simon, year = 2004, journal = Communications of the ACM, month = 11, pages = 14, }
@article{Slobin2004, title = From "Thought and Language" to "Thinking for Speaking", authors = Dan Slobin, year = 2004, month = 02, pages = 14, URL = https://philarchive.org/archive/SLOFTA, }
@article{Slobin2004, title = Language and Thought Online: Cognitive Consequences of Linguistic Relativity, authors = Dan Slobin, year = 2004, journal = Language in mind: Advances in the study of language and thought, month = 03, pages = 22, }
@article{Hespos2004, title = Conceptual precursors to language, authors = Susan J. Hespos and Elizabeth S. Spelke, year = 2004, journal = Nature, volume = 430, }
@article{Squire2004, title = Memory systems of the brain: A brief history and current perspective, authors = L Squire, year = 2004, journal = Neurobiology of Learning and Memory, month = 11, number = 3, pages = 171--177, volume = 82, }
@article{Griffiths2004, title = Finding scientific topics, authors = Thomas L Griffiths and M Steyvers, year = 2004, journal = Proceedings of the National Academy of Sciences, month = 01, URL = http://www.pnas.org/cgi/content/abstract/101/suppl_1/5228, }
@book{Strang2004, title = Linear Algebra and Its Applications 3e, authors = Gilbert Strang, year = 2004, month = 01, pages = 1--516, }
@article{Tadepalli2004, title = Relational reinforcement learning: An overview, authors = Prasad Tadepalli, year = 2004, journal = IN PROCEEDINGS OF THE ICML'04 WORKSHOP ON RELATIONAL REINFORCEMENT LEARNING, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Taskar2004, title = Learning structured prediction models: A large margin approach, authors = Ben Taskar, year = 2004, month = 01, }
@article{Snedeker2004, title = The developing constraints on parsing decisions: The role of lexical-biases and referential scenes in child and adult sentence processing, authors = Jesse Snedeker and John C Trueswell, year = 2004, journal = Cognitive Psychology, month = 01, pages = 238--299, URL = http://www.sciencedirect.com/science/article/pii/S0010028504000258, }
@book{Boyd2004, title = Convex Optimization, authors = Stephen Boyd and Lieven Vandenberghe, year = 2004, month = 01, URL = http://www.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf, }
@article{Pastra2004, title = NLP for Indexing and Retrieval of Captioned Photographs, authors = Katerina Pastra and Horacio Saggion and Yorick Wilks, year = 2004, journal = European Conference on Computational Linguistics, month = 06, pages = 1--4, }
@article{Schreiber2004, title = Classification of user image descriptions, authors = ATh Schreiber and L Hollink and BJ Wielinga and M Worring, year = 2004, journal = International Journal of Human-Computer Studies, month = 06, pages = 1--26, }
@inproceedings{Bikel2004, title = A Distributional Analysis of a Lexicalized Statistical Parsing Model, authors = Daniel M Bikel and Dekang Lin and Dekai Wu, year = 2004, booktitle = Empirical Methods in Natural Language Processing, month = 07, pages = 182--189, URL = http://www.aclweb.org/anthology/W/W04/W04-3224.pdf, }
@article{Yang2004, title = Universal Grammar, statistics or both?, authors = C Yang, year = 2004, journal = Cell, month = 01, URL = http://linkinghub.elsevier.com/retrieve/pii/S1364661304002104, }
@article{Xiaolong2004, title = Mining pinyin-to-character conversion rules from large-scale corpus: a rough set approach, authors = W Xiaolong and C Qingcai and DS Yeung, year = 2004, journal = Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, month = 01, number = 2, pages = 834--844, volume = 34, }
@article{Senghas2004, title = Children Creating Core Properties of Language: Evidence from an Emerging Sign Language in Nicaragua, authors = Ann Senghas and Sotaro Kita and Asli {\"O}zy{\"u}rek, year = 2004, journal = Science, month = 09, number = 5691, pages = 1779--1782, volume = 305, doi = 10.1126/science.1100199, }
@article{Yu2005, title = The Role of Embodied Intention in Early Lexical Acquisition, authors = Chen Yu and Dana H Ballard and Richard N Aslin, year = 2005, journal = Cognitive Science Society, month = 12, pages = 45, }
@book{Axler2005, title = Linear Algebra Done Right, authors = Sheldon Axler, year = 2005, month = 01, pages = 1--261, }
@article{Branco2005, title = A Portuguese Spoken and Multi-Modal Dialog Corpora, authors = Gl{\'o}ria Branco and Lu{\'\\i}s Almeida and Rui Gomes and Nuno Beires, year = 2005, journal = Interspeech, month = 07, pages = 1--4, }
@article{Winn2005, title = Variational Message Passing, authors = John Winn and Christopher Bishop, year = 2005, journal = The Journal of Machine Learning Research, month = 04, URL = http://research.microsoft.com/en-us/um/people/cmbishop/downloads/Bishop-VIBES-JMLR-04.pdf, }
@inproceedings{Bod2005, title = An All-Subtrees Approach to Unsupervised Parsing, authors = Rens Bod, year = 2005, booktitle = Association for Computational Linguistics, month = 01, pages = 1--8, URL = http://staff.science.uva.nl/~rens/acl06.pdf, }
@article{Cangelosi2005, title = Approaches to Grounding Symbols in Perceptual and Sensorimotor Categories, authors = Angelo Cangelosi, year = 2005, journal = Handbook of Categorization in Cognitive Science, month = 12, pages = 1--35, }
@inproceedings{Gas2005, title = Predictive Kohonen Map for Speech Features Extraction, authors = Bruno Gas and Mohamed Chetouani and Jean-Luc Zarader and Christophe Charbuillet, year = 2005, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 6, }
@inproceedings{Huang2005, title = Better k-best parsing, authors = L Huang and David Chiang, year = 2005, booktitle = International Workshop on Parsing Technology, month = 01, pages = 53--64, }
@article{Kim2005, title = A Modified Genetic Algorithm for Fast Training Neural Networks, authors = Dongsun Kim and Hyunsik Kim and Duckjin Chung, year = 2005, journal = Internaional Symposium on Neural Networks, month = 04, pages = 6, }
@inproceedings{Zettlemoyer2005, title = Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars, authors = Luke S Zettlemoyer and Michael Collins, year = 2005, booktitle = Uncertainty in Artificial Intelligence, month = 01, URL = http://people.csail.mit.edu/lsz/papers/zc-uai05.pdf, }
@article{Coppola2005, title = Grammatical Subjects in home sign: Abstract linguistic structure in adult primary gesture systems without linguistic input, authors = Marie Coppola, year = 2005, journal = Proceedings of the National Academy of Sciences, month = 12, number = 52, pages = 19249--19253, volume = 102, doi = 10.1073/pnas.0509306102, }
@inproceedings{Grauman2005, title = The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features, authors = Kristen Grauman and Trevor Darrell, year = 2005, booktitle = International Conference on Computer Vision, month = 01, pages = 8, URL = http://www.cs.utexas.edu/~grauman/papers/grauman_darrell_iccv2005.pdf, }
@article{Duch2005, title = Support Vector Neural Training, authors = Wlodzislaw Duch, year = 2005, month = 07, pages = 6, }
@inproceedings{Smith2005, title = Contrastive Estimation: Training Log-Linear Models on Unlabeled Data, authors = Noah A Smith and Jason Eisner, year = 2005, booktitle = Association for Computational Linguistics, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@article{Fiala2005, title = Reconstruct: a free editor for serial section microscopy, authors = J C Fiala, year = 2005, journal = Journal of microscopy, month = 04, number = Pt 1, pages = 52--61, volume = 218, URL = http://www3.interscience.wiley.com/resolve/openurl?genre, }
@article{Horton2005, title = Conversational Common Ground and Memory Processes in Language Production, authors = William S Horton and Richard J Gerrig, year = 2005, journal = Discourse Processes, month = 05, pages = 36, volume = 40, }
@inproceedings{Freudenthal2005, title = On the resolution of ambiguities in the extraction of syntactic categories through chunking, authors = Daniel Freudenthal and Julian Pine and Fernand Gobet, year = 2005, booktitle = Cognitive Systems Research, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@book{Borg2005, title = Modern Multidimensional Scaling: Theory and Applications, authors = Ingwer Borg and Patrick J F Groenen, year = 2005, month = 01, doi = 10.1007/0-387-28981-X, }
@article{Lujan2005, title = Storage formats for sparse matrices in Java, authors = M Lujan and A Usman and P Hardie and TL Freeman and J Gurd, year = 2005, journal = Computational Science--ICCS 2005, month = 01, pages = 364--371, }
@book{Gut2005, title = Probability: A Graduate Course, authors = Allan Gut, year = 2005, month = 01, pages = 1--616, }
@inproceedings{McDonald2005, title = Non-Projective Dependency Parsing using Spanning Tree Algorithms, authors = Ryan McDonald and Fernando Pereira and Kiril Ribarov and Jan Hajic, year = 2005, booktitle = Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 523--530, URL = http://www.aclweb.org/anthology/H/H05/H05-1066.pdf, }
@inproceedings{Nivre2005, title = MaltParser: A Language-Independent System for Data-Driven Dependency Parsing, authors = Joakim Nivre and Johan Hall, year = 2005, booktitle = Proceedings of the Fourth Workshop on Treebanks and Linguistic Theories, month = 01, URL = http://stp.lingfil.uu.se/~nivre/docs/nivre_hall_2005.pdf, }
@inproceedings{Hoiem2005, title = Geometric Context from a Single Image, authors = Derek Hoiem and Alexei A Efros and Martial Hebert, year = 2005, booktitle = International Conference on Computer Vision, month = 07, pages = 8, }
@article{Heinrich2005, title = Parameter estimation for text analysis, authors = G Heinrich, year = 2005, journal = Web: http://www. arbylon. net/publications/text-est. pdf, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@article{Huang2005, title = Maximum Likelihood Estimation of Dirichlet Distribution Parameters, authors = Jonathan Huang, year = 2005, journal = CMU Technical Report, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Booth2005, title = Conceptual Information Permeates Word Learning in Infancy., authors = Amy E Booth and Sandra R Waxman and Yi Ting Huang, year = 2005, journal = Developmental Psychology, month = 01, number = 3, pages = 491--505, volume = 41, URL = http://doi.apa.org/getdoi.cfm?doi, }
@inproceedings{Boiman2005, title = Detecting Irregularities in Images and in Video, authors = Oren Boiman and Michal Irani, year = 2005, booktitle = International Conference on Computer Vision, month = 07, pages = 1--8, }
@inproceedings{Ling2005, title = Using the inner-distance for classification of articulated shapes, authors = H Ling and D Jacobs, year = 2005, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@article{Jelinek2005, title = Some of my best friends are linguists, authors = F Jelinek, year = 2005, journal = Language Resources and Evaluation, month = 01, number = 1, pages = 25--34, volume = 39, }
@inproceedings{Charniak2005, title = Coarse-to-fine n-best parsing and MaxEnt discriminative reranking, authors = Eugene Charniak and Mark Johnson, year = 2005, booktitle = Association for Computational Linguistics, month = 01, pages = 180, }
@article{Barnard2005, title = Word sense disambiguation with pictures, authors = Kobus Barnard and Matthew Johnson, year = 2005, journal = Artificial Intelligence, month = 09, number = 1-2, pages = 13--30, volume = 167, URL = http://linkinghub.elsevier.com/retrieve/pii/S0004370205001116, }
@inproceedings{Johnson2005, title = Features of Statistical Parsers, authors = Mark Johnson, year = 2005, booktitle = Conference on Computational Natural Language Learning, month = 01, URL = http://www.cog.brown.edu/~mj/papers/conll05-slides.pdf, }
@article{Jordan2005, title = Dirichlet Processes, Chinese Restaurant Processes and All That, authors = Michael I Jordan, year = 2005, journal = International conference on Machine learning, month = 01, URL = http://www.cs.berkeley.edu/~jordan/nips-tutorial05.ps, }
@article{Yong2005, title = Incorporating advice into evolution of neural networks, authors = CH Yong and Kenneth Stanley and Risto Miikkulainen and I Karpov, year = 2005, journal = Genetic and Evolutionary Computation Conference, month = 01, URL = http://www.cs.utexas.edu/ftp/pub/neural-nets/papers/yong.gecco05lbp.pdf, }
@article{Kirby2005, title = Natural Language from Artificial Life, authors = Simon Kirby, year = 2005, journal = Artificial Life 8, month = 08, pages = 31, }
@phdthesis{Klein2005, title = The Unsupervised Learning of Natural Language Structure, authors = Dan Klein, year = 2005, school = Stanford University, month = 01, URL = http://www.cs.berkeley.edu/~klein/papers/klein_thesis.pdf, }
@article{Koehn2005, title = Europarl: A parallel corpus for statistical machine translation, authors = P Koehn, year = 2005, journal = MT summit, month = 01, volume = 5, }
@inproceedings{Krawczak2005, title = A Way to Aggregate Multilayer Neural Networks, authors = Maciej Krawczak, year = 2005, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 6, }
@article{Gerken2005, title = Infants can use distributional cues to form syntactic categories, authors = Louann Gerken and Rachel Wilson and William Lewis, year = 2005, journal = Journal of Child Language, month = 06, number = 2, pages = 249--268, volume = 32, URL = http://www.journals.cambridge.org/abstract_S0305000904006786, }
@article{Zhou2005, title = Tri-Training: Exploiting Unlabeled Data Using Three Classifiers, authors = Zhi-Hua Zhou and Ming Li, year = 2005, journal = IEEE Transactions on Knowledge and Data Engineering, month = 11, number = 11, pages = 1529--1541, volume = 17, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@book{Golub2005, title = Matrix Computations (3rd Ed.), authors = Gene Golub and Charles F Van Loan, year = 2005, month = 10, pages = 1--723, }
@article{Klein2005, title = Natural language grammar induction with a generative constituent-context model, authors = Dan Klein and Christopher D Manning, year = 2005, journal = Pattern recognition, month = 09, number = 9, pages = 1407--1419, volume = 38, URL = http://linkinghub.elsevier.com/retrieve/pii/S0031320305000270, }
@article{Cimpian2005, title = The Absence of a Shape Bias in Children's Word Learning., authors = Andrei Cimpian and Ellen M Markman, year = 2005, journal = Developmental Psychology, month = 01, number = 6, pages = 1003--1019, volume = 41, URL = http://doi.apa.org/getdoi.cfm?doi, }
@article{G{\'o}mez2005, title = The Developmental Trajectory of Nonadjacent Dependency Learning, authors = Rebecca G{\'o}mez and Jessica Maye, year = 2005, journal = Infancy, month = 03, number = 2, pages = 183--206, volume = 7, doi = 10.1207/s15327078in0702_4, }
@article{Pylkk{\"a}nen2005, title = The syntax-semantic interface: On-line composition of sentence meaning, authors = Liina Pylkk{\"a}nen and Brian McElree, year = 2005, journal = Handbook of Psycholinguistics, month = 10, pages = 69, }
@article{McRae2005, title = Semantic feature production norms for a large set of living and nonliving things, authors = Ken McRae and George S. Cree and Mark S. Seidenberg and Chris Mcnorgan, year = 2005, journal = Behavior Research Methods, number = 4, pages = 547--559, volume = 37, URL = https://doi.org/10.3758/BF03192726, }
@article{Minka2005, title = Divergence measures and message passing, authors = T Minka, year = 2005, journal = Microsoft, month = 12, URL = http://ftp://ftp.research.microsoft.com/pub/tr/TR-2005-173.pdf, }
@article{Nivre2005, title = Maltparser: A language-independent system for data-driven dependency parsing, authors = Joakim Nivre, year = 2005, journal = Natural Language Engineering, month = 01, pages = 13--95, volume = 13, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@inproceedings{McDonald2005, title = Online Large-Margin Training of Dependency Parsers, authors = Ryan McDonald and Koby Crammer and Fernando Pereira, year = 2005, booktitle = Association for Computational Linguistics, month = 01, URL = http://acl.ldc.upenn.edu/P/P05/P05-1012.pdf, }
@inproceedings{Fei-Fei2005, title = A Bayesian Hierarchical Model for Learning Natural Scene Categories, authors = Li Fei-Fei and Pietro Perona, year = 2005, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 03, pages = 8, }
@inproceedings{Prescher2005, title = Head-driven PCFGs with latent-head statistics, authors = D Prescher, year = 2005, booktitle = International Workshop on Parsing Technology, month = 01, pages = 115--124, }
@article{Roy2005, title = Connecting language to the world, authors = Deb Roy and E Reiter, year = 2005, month = 09, number = 1-2, pages = 1--12, volume = 167, }
@article{Ferreira2005, title = How do speakers avoid ambiguous linguistic expressions?, authors = Victor S Ferreira and L Slevc and E Rogers, year = 2005, journal = Cognition, month = 07, number = 3, pages = 263--284, volume = 96, }
@inproceedings{Frintrop2005, title = Goal-directed Search with a Top-down Modulated Computational Attention System, authors = Simone Frintrop and Gerriet Backer and Erich Rome, year = 2005, booktitle = Proceedings of the 27th DAGM Conference on Pattern Recognition, pages = 117--124, doi = 10.1007/11550518_15, }
@article{Roy2005, title = Semiotic schemas: A framework for grounding language in action and perception, authors = Deb Roy, year = 2005, journal = Artificial Intelligence, month = 09, number = 1-2, pages = 170--205, volume = 167, URL = http://linkinghub.elsevier.com/retrieve/pii/S0004370205001037, }
@article{Gorniak2005, title = Speaking with your Sidekick: Understanding Situated Speech in Computer Role Playing Games, authors = Peter Gorniak and Deb Roy, year = 2005, journal = Artificial Intelligence and Interactive Digital Entertainment, month = 03, pages = 6, }
@inproceedings{Solan2005, title = Unsupervised learning of natural languages, authors = Z Solan and D Horn and E Ruppin, year = 2005, booktitle = Proceedings of the National Academy of Sciences, month = 01, URL = http://www.pnas.org.proxy2.library.illinois.edu/content/102/33/11629.short, }
@article{Santini2005, title = We Are Sorry to Inform You ..., authors = Simone Santini, year = 2005, month = 11, pages = 1--3, }
@inproceedings{Nelken2005, title = Arabic diacritization using weighted finite-state transducers, authors = R Nelken and SM Shieber, year = 2005, booktitle = Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages, month = 01, pages = 79--86, }
@article{Ameel2005, title = How bilinguals solve the naming problem, authors = E Ameel and G Storms and B Malt and S Sloman, year = 2005, journal = Journal of Memory and Language, month = 07, number = 1, pages = 60--80, volume = 53, }
@article{Griffin2005, title = Observing the what and when of language production for different age groups by monitoring speakers'eye movements, authors = Zenzi M Griffin and D Spieler, year = 2005, journal = Brain and Language, month = 11, pages = 17, }
@article{Hockenmaier2005, title = CCGbank: User's Manual, authors = Julia Hockenmaier and Mark Steedman, year = 2005, month = 01, pages = 1--143, URL = http://repository.upenn.edu/cgi/viewcontent.cgi?article, }
@inproceedings{Griffiths2005, title = Integrating Topics and Syntax, authors = Thomas L Griffiths and Mark Steyvers and David M Blei and Joshua B Tenenbaum, year = 2005, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://cocosci.berkeley.edu/tom/papers/composite.pdf, }
@inproceedings{Dalal2005, title = Histograms of Oriented Gradients for Human Detection, authors = Navneet Dalal and Bill Triggs, year = 2005, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 07, pages = 8, }
@article{Gleitman2005, title = Hard Words, authors = Lila Gleitman and Kimberly Cassidy and Rebecca Nappa and Anna Papafragou and John C Trueswell, year = 2005, journal = Language Learning and Development, month = 01, pages = 23--64, URL = http://www.ircs.upenn.edu/~truesweb/lila_pdfs/Gleitman%20et%20al.%202005_Hard%20words.pdf, }
@inproceedings{Matsuzaki2005, title = Probabilistic CFG with latent annotations, authors = Takuya Matsuzaki and Yusuke Miyao and Jun'ichi Tsujii, year = 2005, booktitle = Association for Computational Linguistics, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@misc{Zhu2005, title = MCMC tutorial, authors = Song-Chun Zhu and Frank Dellaert and Zhuowen Tu, year = 2005, month = 01, URL = http://civs.ucla.edu/old/MCMC/MCMC_tutorial.htm, }
@inproceedings{Vieira2005, title = An Iterative Artificial Neural Network for High Dimensional Data Analysis, authors = Armando Vieira, year = 2005, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 6, }
@article{Vogt2005, title = The emergence of compositional structures in perceptually grounded language games, authors = Paul Vogt, year = 2005, month = 09, number = 1-2, pages = 206--242, volume = 167, }
@article{Speigel2005, title = Hebrew Vowel Restoration With Neural Networks, authors = Michael Speigel and Jonah Volk, year = 2005, journal = Class of 2003 Senior Conference on Natural Language Processing, month = 05, pages = 1--123, }
@article{Wainwright2005, title = Map estimation via agreement on trees: message-passing and linear programming, authors = Martin J Wainwright and Tommi S Jaakkola and Alan S Willsky, year = 2005, journal = IEEE Trans. on Information Theory, month = 01, }
@inproceedings{Sudderth2005, title = Describing Visual Scenes using Transformed Dirichlet Process, authors = Erik B Sudderth and Antonio Torralba and William T Freeman and Alan S Willsky, year = 2005, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://ssg.mit.edu/~esuddert/papers/nips05.pdf, }
@article{Yu2005, title = Dirichlet enhanced latent semantic analysis, authors = Kai Yu, year = 2005, journal = AIStats, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Ando2005, title = A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data, authors = Rie Kubota Ando and Tong Zhang, year = 2005, journal = The Journal of Machine Learning Research, month = 01, URL = http://riejohnson.com/rie/jmlr_semisup.pdf, }
@article{Dolfing2005, title = The FASiL Speech and Multimodal Corpora, authors = Hans Dolfing and David Reitter and Lu{\'\\i}s Almeida and Nuno Bieres and Michael Cody and Rui Gomes and Kerry Robinson and Roman Zielinksi, year = 2005, journal = Interspeech, month = 07, pages = 1--4, }
@inproceedings{Sivic2005, title = Discovering objects and their location in images, authors = Josef Sivic and Bryan C Russell and Alexei A Efros and Andrew Zisserman, year = 2005, booktitle = International Conference on Computer Vision, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@inproceedings{{Buades}2005, title = A non-local algorithm for image denoising, authors = A. {Buades} and B. {Coll} and J. -. {Morel}, year = 2005, booktitle = 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), pages = 60-65, volume = 2, URL = https://ieeexplore.ieee.org/document/1467423, }
@inproceedings{Tuffy2006, title = A Time Multiplexing Architecture for Inter-neuron Communications, authors = Fergal Tuffy and Liam McDaid and Martin McGinnity and Jose Santos and Peter Kelly and Vunfu Wong Kwan and John Alderman, year = 2006, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 9, }
@article{Tsochantaridis2006, title = Large margin methods for structured and interdependent output variables, authors = Ioannis Tsochantaridis and Thorsten Joachims and Thomas Hofmann and Yasemin Altun, year = 2006, journal = The Journal of Machine Learning Research, month = 01, number = 2, pages = 1453, volume = 6, }
@inproceedings{Shahaf2006, title = Learning Partially Observable Action Schemas, authors = Dafna Shahaf and Eyal Amir, year = 2006, booktitle = Association for the Advancement of Artificial Intelligence, month = 04, pages = 7, }
@article{Nieuwland2006, title = When Peanuts Fall in Love: N400 Evidence for the Power of Discourse, authors = Mante S Nieuwland and Jos J A Van Berkum, year = 2006, journal = dx.doi.org, month = 07, number = 7, pages = 1098--1111, volume = 18, doi = 10.1162/jocn.2006.18.7.1098, }
@book{Bertsekas2006, title = Nonlinear Programming, authors = Dimitri P Bertsekas, year = 2006, month = 04, pages = 1--372, }
@book{Bishop2006, title = Pattern Recognition and Machine Learning, authors = Christopher Bishop, year = 2006, month = 08, pages = 1--749, }
@article{Teh2006, title = Hierarchical Dirichlet Processes, authors = Yee-Whye Teh and Michael I Jordan and Matthew J Beal and David M Blei, year = 2006, journal = Journal of the American Statistical Association, month = 01, number = 476, pages = 1566--1581, volume = 101, }
@inproceedings{Ahn2006, title = Peekaboom: A Game for Locating Objects in Images, authors = Luis von Ahn and Ruoran Liu and Manuel Blum, year = 2006, booktitle = Computer Human Interaction, month = 01, pages = 10, }
@article{Chang2006, title = Becoming syntactic., authors = Franklin Chang and Gary S Dell and Kathryn Bock, year = 2006, journal = Psychological Review, month = 01, number = 2, pages = 234--272, volume = 113, URL = http://doi.apa.org/getdoi.cfm?doi, }
@inproceedings{Bod2006, title = Unsupervised Parsing with U-DOP, authors = Rens Bod, year = 2006, booktitle = CoNLL-X, month = 01, pages = 1--8, URL = http://www.google.com/url?sa, }
@article{GENTILUCCI2006, title = From manual gesture to speech: A gradual transition, authors = M GENTILUCCI and M CORBALLIS, year = 2006, journal = Neuroscience \\& Biobehavioral Reviews, month = 01, number = 7, pages = 949--960, volume = 30, URL = http://linkinghub.elsevier.com/retrieve/pii/S0149763406000157, }
@article{Kruijff2006, title = Situated Dialogue and Spatial Organization: What, Where{\ldots}and Why?, authors = Geert-Jan Kruijff and Hendrik Zender and Patric Jensfelt and Henrik Christensen, year = 2006, month = 12, pages = 14, }
@inproceedings{Riedel2006, title = Incremental integer linear programming for non-projective dependency parsing, authors = Sebastian Riedel and James Clarke, year = 2006, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Cowan2006, title = A discriminative model for tree-to-tree translation, authors = Brooke Cowan and I Kucerova and Michael Collins, year = 2006, booktitle = Empirical Methods in Natural Language Processing, month = 01, pages = 232--241--241, }
@inproceedings{Li2006, title = BAR gossip, authors = HC Li and A Clement and E Wong and J Napper and I Roy and Lorenzo Alvisi and M Dahlin, year = 2006, booktitle = Proc. of the 7th USENIX Symp. on Oper. Systems Design and Impl.(OSDI), month = 01, pages = 45--58, }
@article{Warker2006, title = Speech errors reflect newly learned phonotactic constraints, authors = Jill A Warker and Gary S Dell, year = 2006, journal = Journal of Experimental Psychology: Learning, Memory, and Cognition, month = 01, number = 2, pages = 387, volume = 32, }
@article{Hockenmaier2006, title = Routes are trees: The parsing perspective on protein folding, authors = Julia Hockenmaier and Aravind K Joshi and Ken A Dill, year = 2006, journal = Proteins: Structure, Function, and Bioinformatics, month = 01, number = 1, pages = 1--15, volume = 66, }
@article{Richardson2006, title = Markov logic networks, authors = M Richardson and Pedro Domingos, year = 2006, journal = Machine learning, month = 01, number = 1, pages = 107--136, volume = 62, }
@inproceedings{Wedemann2006, title = A Complex Neural Network Model for Memory Functioning in Psychopathology, authors = Roseli Wedemann and Luıs Alfredo V de Carvalho and Raul Donangelo, year = 2006, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 10, }
@inproceedings{Li2006, title = Real-Time Construction of Neural Networks, authors = Kang Li and Jian Xun Peng and Minrui Fei, year = 2006, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 10, }
@article{Slevc2006, title = Halting in single word production: A test of the perceptual loop theory of speech monitoring☆, authors = L Slevc and Victor S Ferreira, year = 2006, journal = Journal of Memory and Language, month = 05, number = 4, pages = 515--540, volume = 54, }
@article{Beal2006, title = Variational Bayesian Learning of Directed Graphical Models with Hidden Variables, authors = Matthew J Beal and Zoubin Ghahramani, year = 2006, journal = Bayesian Analysis, month = 01, pages = 793--832, volume = 1, URL = http://mlg.eng.cam.ac.uk/zoubin/papers/BeaGha06.pdf, }
@article{Safadi2006, title = Computational Methods to Vocalize Arabic Texts, authors = H Safadi and O Dakkak and N Ghneim, year = 2006, journal = Second Workshop on Internationalizing SSML, month = 01, pages = 30--31, }
@article{Papafragou2006, title = When English proposes what Greek presupposes: The cross-linguistic encoding of motion events, authors = Anna Papafragou and Christine Massey and Lila Gleitman, year = 2006, journal = Cognition, month = 01, number = 3, pages = B75--B87, volume = 98, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027705000958, }
@article{Gupta2006, title = A Measure Theory Tutorial (Measure Theory for Dummies), authors = Maya R Gupta, year = 2006, journal = University of Washington, month = 05, URL = https://www.ee.washington.edu/techsite/papers/documents/UWEETR-2006-0008.pdf, }
@inproceedings{Taylor2006, title = A Basis For Cognitive Machines, authors = JG Taylor and S Kasderidis and P Trahanias and M Hartley, year = 2006, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 10, }
@phdthesis{Hazan2006, title = Efficient algorithms for online convex optimization and their applications, authors = E Hazan, year = 2006, school = Princeton University, month = 01, }
@inproceedings{Hoiem2006, title = Putting Objects in Perspective, authors = Derek Hoiem and Alexei A Efros and Martial Hebert, year = 2006, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 04, pages = 8, }
@inproceedings{Hockenmaier2006, title = Creating a CCGbank and a Wide-Coverage CCG Lexicon for German, authors = Julia Hockenmaier, year = 2006, booktitle = Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 505--512, URL = http://www.aclweb.org/anthology/P/P06/P06-1064.pdf, }
@inproceedings{Joachims2006, title = Training Linear SVMs in Linear Time, authors = Thorsten Joachims, year = 2006, booktitle = Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, month = 01, pages = 217--226, URL = http://www.cs.cornell.edu/People/tj/publications/joachims_06a.pdf, }
@inproceedings{McClosky2006, title = Effective self-training for parsing, authors = David McClosky and Eugene Charniak and Mark Johnson, year = 2006, booktitle = North American chapter of the Association for Computational Linguistics conference, month = 01, URL = https://www.aclweb.org/anthology/N06-1020, }
@inproceedings{Goldwater2006, title = Interpolating between types and tokens by estimating power-law generators, authors = Sharon Goldwater and Thomas L Griffiths and Mark Johnson, year = 2006, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@inproceedings{McClosky2006, title = Reranking and Self-Training for Parser Adaptation, authors = David McClosky and Eugene Charniak and Mark Johnson, year = 2006, booktitle = Association for Computational Linguistics, month = 01, pages = 1--8, URL = https://www.aclweb.org/anthology/P06-1043/, }
@article{Blei2006, title = Variational inference for Dirichlet process mixtures, authors = David M Blei and Michael I Jordan, year = 2006, journal = Bayesian Analysis, month = 01, pages = 121--144, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Ioannou2006, title = Adaptive On-Line Neural Network Retraining for Real Life Multimodal Emotion Recognition, authors = S Ioannou and L Kessous and G Caridakis and K Karpouzis, year = 2006, journal = Lecture Notes in Computer Science, month = 01, URL = http://www.springerlink.com/index/b1011u5365858072.pdf, }
@article{Kirby2006, title = The Evolution of Language, authors = Simon Kirby, year = 2006, journal = Oxford Handbook on Evolutionary Psychology, month = 10, pages = 16, }
@article{Kirby2007, title = The Evolution of Meaning-Space Structure Through Iterated Learning, authors = Simon Kirby, year = 2007, journal = Emergence of Communication and Language, month = 10, pages = 15, }
@inproceedings{Petrov2006, title = Learning accurate, compact, and interpretable tree annotation, authors = Slav Petrov and L Barrett and R Thibaux and Dan Klein, year = 2006, booktitle = Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics, month = 01, pages = 433--440, }
@inproceedings{Haghighi2006, title = Prototype-Driven Learning for Sequence Models, authors = Aria Haghighi and Dan Klein, year = 2006, booktitle = Proceedings of the Human Language Technology Conference of the NAACL, Main Conference, month = 06, pages = 320--327, URL = http://www.aclweb.org/anthology/N/N06/N06-1041.pdf, }
@inproceedings{Haghighi2006, title = Prototype-Driven Grammar Induction, authors = Aria Haghighi and Dan Klein, year = 2006, booktitle = Association for Computational Linguistics, month = 01, pages = 881--888, URL = https://www.aclweb.org/anthology/P06-1111/, }
@inproceedings{Liang2006, title = Alignment by Agreement, authors = Percy Liang and Ben Taskar and Dan Klein, year = 2006, booktitle = Proceedings of the Human Language Technology Conference of the NAACL, Main Conference, month = 06, pages = 104--111, URL = http://www.aclweb.org/anthology/N/N06/N06-1014, }
@inproceedings{Taylor2006, title = Modelling Working Memory Through Attentional Mechanisms, authors = John Taylor and Nickolaos Fragopanagos and Nienke Korsten, year = 2006, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 10, }
@inproceedings{MacMahon2006, title = Walk the Talk: Connecting Language, Knowledge, and Action in Route Instructions, authors = Matt MacMahon and Brian Stankiewicz and Benjamin Kuipers, year = 2006, booktitle = Proceedings of the 21st National Conference on Artificial Intelligence - Volume 2, month = 01, pages = 1475--1482, URL = https://www.aaai.org/Papers/AAAI/2006/AAAI06-232.pdf, }
@inproceedings{O'Kane2006, title = On Comparing the Power of Mobile Robots, authors = Jason M O'Kane and Steven M. LaValle, year = 2006, booktitle = Robotics: Science and Systems, URL = http://www.roboticsproceedings.org/rss02/p09.pdf, }
@inproceedings{Blei2006, title = Dynamic Topic Models, authors = David M Blei and John D Lafferty, year = 2006, booktitle = International conference on Machine learning, month = 01, URL = http://www.cs.princeton.edu/~blei/papers/BleiLafferty2006a.pdf, }
@article{Pad{\'o}2006, title = Dependency-Based Construction of Semantic Space Models, authors = Sebastian Pad{\'o} and Mirella Lapata, year = 2006, journal = Computational Linguistics, month = 11, volume = 33, URL = http://www.aclweb.org/anthology/J07-2002, }
@article{Levelt2006, title = The Speaker as Information Processor, authors = Willem Levelt, year = 2006, month = 01, pages = 16, }
@article{Levinson2006, title = Language and Mind: Let's Get the Issues Straight!, authors = Stephen C Levinson, year = 2006, month = 02, pages = 13, }
@article{Dahan2006, title = Spoken Word Recognition, authors = Delphine Dahan and James S Magnuson, year = 2006, journal = Handbook of Psycholinguistics, month = 07, pages = 38, }
@inproceedings{Kubler2006, title = Is it Really that Difficult to Parse German?, authors = Sandra Kubler and Erhard W Hinrichs and Wolfgang Maier, year = 2006, booktitle = Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing, month = 07, pages = 111--119, URL = http://www.aclweb.org/anthology/W/W06/W06-1614.pdf, }
@inproceedings{Gabbard2006, title = Fully Parsing the Penn Treebank, authors = Ryan Gabbard and Seth Kulick and Mitchell Marcus, year = 2006, booktitle = Proceedings of the Human Language Technology Conference of the NAACL, Main Conference, month = 06, pages = 184--191, URL = http://www.aclweb.org/anthology/N/N06/N06-1024.pdf, }
@inproceedings{Schneega{\ss}2006, title = MaxMinOver Regression: A Simple Incremental Approach for Support Vector Function Approximation, authors = Daniel Schneega{\ss} and Kai Labusch and Thomas Martinetz, year = 2006, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 9, }
@inproceedings{McConville2006, title = Inheritance and the CCG Lexicon, authors = Mark McConville, year = 2006, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://acl.ldc.upenn.edu/E/E06/E06-1001.pdf, }
@article{Williams2006, title = Grounding Language in Descriptions of Scenes, authors = Paul Williams and Risto Miikkulainen, year = 2006, journal = Cognitive Science Society, month = 06, pages = 1--6, }
@article{Stanley2006, title = Real-Time Neuroevolution in the NERO Video Game, authors = Kenneth Stanley and Bobby Bryant and Risto Miikkulainen, year = 2006, month = 01, pages = 41, }
@article{Miller2006, title = Processing Unpointed Hebrew: What Can We Learn from Determining the Identicalness of {\ldots}, authors = P Miller, year = 2006, journal = Journal of Psycholinguistic Research, month = 01, URL = http://www.springerlink.com/index/Y183388653WL16H3.pdf, }
@article{Parisi2006, title = The emergence of language: how to simulate it, authors = Domenica Parisi and Marco Mirolli, year = 2006, month = 02, pages = 16, }
@article{Farmer2006, title = Phonological typicality influences on-line sentence comprehension, authors = Thomas A Farmer and Morten H Christiansen and Padraic Monaghan, year = 2006, journal = Proceedings of the National Academy of Sciences, month = 08, pages = 12203--12208, URL = http://www.pnas.org/content/103/32/12203, }
@inproceedings{Kate2006, title = Using String-Kernels for Learning Semantic Parsers, authors = Rohit J Kate and Raymond Mooney, year = 2006, booktitle = Association for Computational Linguistics, month = 01, pages = 913--920, URL = http://www.cs.utexas.edu/~ml/papers/krisp-acl-06.pdf, }
@inproceedings{Wong2006, title = Learning for Semantic Parsing with Statistical Machine Translation, authors = Yuk Wah Wong and Raymond Mooney, year = 2006, booktitle = North American chapter of the Association for Computational Linguistics conference, month = 01, pages = 439--446, URL = http://www.cs.utexas.edu/~ml/papers/wasp-naacl-06.pdf, }
@inproceedings{Wang2006, title = Unsupervised discovery of action classes, authors = Y Wang and H Jiang and M Drew and Z Li and G Mori, year = 2006, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://www.sfu.ca/~ywang12/papers/cvpr06.pdf, }
@inproceedings{Terai2006, title = A Neural Network Model of Metaphor Understanding with Dynamic Interaction Based on a Statistical Language Analysis, authors = Asuka Terai and Masanori Nakagawa, year = 2006, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 10, }
@inproceedings{Neto2006, title = A Virtual Machine for Neural Computers, authors = Joao Pedro Neto, year = 2006, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 10, }
@inproceedings{Caruana2006, title = An empirical comparison of supervised learning algorithms, authors = Rich Caruana and Alexandru Niculescu-Mizil, year = 2006, booktitle = Proceedings of the 23rd International Conference on Machine Learning, month = 01, pages = 161--168, URL = http://portal.acm.org/citation.cfm?doid, }
@article{Nivre2006, title = MaltParser: A Data-Driven Parser-Generator for Dependency Parsing, authors = Joakim Nivre and Johan Hall and Jens Nilsson, year = 2006, journal = The International Conference on Language Resources and Evaluation, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@article{Norris2006, title = The Bayesian reader: Explaining word recognition as an optimal Bayesian decision process, authors = Dennis Norris, year = 2006, number = 2, pages = 327-357, volume = 113, doi = 10.1037/0033-295X.113.2.327, }
@inproceedings{Lopez2006, title = A Variational Formulation for the Multilayer Perceptron, authors = Roberto Lopez and Eugenio Onate, year = 2006, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 10, }
@article{Roy2006, title = Learning words from sights and sounds: a computational model, authors = Deb Roy and Alex Pentland, year = 2006, journal = Cognitive Science Society, month = 03, pages = 34, }
@inproceedings{Blitzer2006, title = Domain Adaptation with Structural Correspondence Learning, authors = John Blitzer and Ryan McDonald and Fernando Pereira, year = 2006, booktitle = Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing, month = 07, pages = 120--128, URL = http://www.aclweb.org/anthology/W/W06/W06-1615.pdf, }
@inproceedings{McDonald2006, title = Online learning of approximate dependency parsing algorithms, authors = Ryan McDonald and Fernando Pereira, year = 2006, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://acl.ldc.upenn.edu/eacl2006/main/papers/04_2_mcdonaldpereira_26.pdf, }
@inproceedings{McDonald2006, title = Multilingual dependency analysis with a two-stage discriminative parser, authors = Ryan McDonald and Kevin Lerman and Fernando Pereira, year = 2006, booktitle = Conference on Computational Natural Language Learning, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Tikhanoff2006, title = Language and Cognition Integration Through Modeling Field Theory: Category Formation for Symbol Grounding, authors = Vadim Tikhanoff and Jos{\'e}F Fontanari and Angelo Cangelosi and Leonid I Perlovsky, year = 2006, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 10, }
@inproceedings{Yan2006, title = A General Framework for Motion Segmentation: Independent, Articulated, Rigid, Non-rigid, Degenerate and Non-degenerate, authors = Jingyu Yan and Marc Pollefeys, year = 2006, booktitle = European Conference on Computer Vision, month = 02, pages = 1--14, }
@inproceedings{Lazebnik2006, title = Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories, authors = S Lazebnik and Cordelia Schmid and Jean Ponce, year = 2006, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 04, pages = 8, URL = https://ieeexplore.ieee.org/document/1641019, }
@article{Putman2006, title = The Emergence of Language, authors = Rob Putman, year = 2006, month = 01, URL = http://guava.physics.uiuc.edu/~nigel/courses/569/Essays_Fall2006/files/Putman.pdf, }
@article{Lehman2006, title = A Gentle Introduction to SOAR, An Architecture for Human Cognition: 2006 Update, authors = Jill Fain Lehman and John Laird and Paul Rosenbloom, year = 2006, month = 08, pages = 37, }
@inproceedings{Zitouni2006, title = Maximum entropy based restoration of Arabic diacritics, authors = I Zitouni and JS Sorensen and R Sarikaya, year = 2006, booktitle = Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics, month = 01, pages = 577--584, }
@article{Kurihara2006, title = Variational Bayesian Grammar Induction for Natural Language, authors = Kenichi Kurihara and Taisuke Sato, year = 2006, journal = Grammatical Inference: Algorithms and Applications, month = 01, pages = 84--96, }
@book{Sipser2006, title = Introduction to the Theory of Computation, authors = Michael Sipser, year = 2006, month = 01, pages = 1--453, }
@article{Kaplan2006, title = Anti-Israel Sentiment Predicts Anti-Semitism in Europe, authors = Edward H Kaplan and Charles A Small, year = 2006, journal = Journal of Conflict Resolution, month = 01, pages = 548--561, URL = http://jcr.sagepub.com.proxy2.library.illinois.edu/content/50/4/548.full.pdf+html, }
@article{Branigan2006, title = The role of local and global syntactic structure in language production: Evidence from syntactic priming, authors = Holly Branigan and Martin J Pickering and Janet Mclean and Andrew Stewart, year = 2006, journal = Language and Cognitive Processes, month = 11, number = 7, pages = 974--1010, volume = 21, }
@inproceedings{Nister2006, title = Scalable recognition with a vocabulary tree, authors = D Nister and H Stewenius, year = 2006, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://www.vis.uky.edu/~dnister/Publications/2006/VocTree/nister_stewenius_cvpr2006.pdf, }
@inproceedings{Martinez-Munoz2006, title = Building Ensembles of Neural Networks with Class-Switching, authors = Gonzalo Martinez-Munoz and Aitor Sanchez-Martinez and Daniel Hernandez-Lobato and Alberto Suarez, year = 2006, booktitle = International Conference on Artificial Neural Networks, month = 07, pages = 10, }
@phdthesis{Sudderth2006, title = Graphical Models for Visual Object Recognition and Tracking, authors = Erik B Sudderth, year = 2006, school = Massachusetts Institute of Technology, URL = http://www.cs.brown.edu/~sudderth/papers/sudderthPhD.pdf, }
@article{Kakkonen2006, title = Applying Part-of-Seech Enhanced LSA to Automatic Essay Grading, authors = T Kakkonen and N Myller and E Sutinen, year = 2006, journal = Arxiv preprint cs, month = 01, URL = http://arxiv.org/abs/cs.IR/0610118, }
@book{Ljung2006, title = Theory and Practice of Recursive Identification, authors = Lennart Ljung and T S{\"o}derstr{\"o}m, year = 2006, month = 08, pages = 1--541, }
@article{Brownschmidt2006, title = Watching the eyes when talking about size: An investigation of message formulation and utterance planning☆, authors = S Brownschmidt and Michael K Tanenhaus, year = 2006, journal = Journal of Memory and Language, month = 05, number = 4, pages = 592--609, volume = 54, }
@article{Taylor2006, title = Machine Cognition and the EC Cognitive Systems Projects: Now and in the Future, authors = JG Taylor, year = 2006, journal = Lecture Notes in Computer Science, month = 01, pages = 535, volume = 4131, }
@article{Teh2006, title = A Bayesian Interpretation of Interpolated Kneser-Ney NUS School of Computing Technical Report TRA2/06, authors = Yee-Whye Teh, year = 2006, month = 01, pages = 1--19, URL = http://www.stats.ox.ac.uk/~teh/research/compling/hpylm.pdf, }
@inproceedings{Teh2006, title = A Hierarchical Bayesian Language Model based on Pitman-Yor Processes, authors = Yee-Whye Teh, year = 2006, booktitle = Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 985--992, URL = http://portal.acm.org/citation.cfm?id, }
@article{Hinton2006, title = A fast learning algorithm for deep belief nets, authors = Geoffrey Hinton and Simon Osindero and Yee-Whye Teh, year = 2006, journal = Neural computation, month = 01, URL = http://www.cs.toronto.edu/~hinton/absps/fastnc.pdf, }
@inproceedings{Tsarfaty2006, title = The Interplay of Syntax and Morphology in Building Parsing Models for Modern Hebrew, authors = Reut Tsarfaty, year = 2006, booktitle = Proceedings of the Eleventh ESSLLI Student Session, month = 01, URL = http://staff.science.uva.nl/~rtsarfat/esslli06.pdf, }
@inproceedings{Kurihara2006, title = Accelerated Variational Dirichlet Process Mixtures, authors = Kenichi Kurihara and Max Welling and Nikos Vlassis, year = 2006, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://books.nips.cc/papers/files/nips19/NIPS2006_0248.pdf, }
@inproceedings{Wallach2006, title = Topic modeling: beyond bag-of-words, authors = Hanna M Wallach, year = 2006, booktitle = International conference on Machine learning, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@article{Fleet2006, title = Optical flow estimation, authors = DJ Fleet and Y Weiss, year = 2006, journal = Handbook of Mathematical Models in Computer Vision, month = 01, pages = 237--257, }
@article{Porteous2006, title = Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation, authors = Ian Porteous and Alexander T Ihler and Padhraic Smyth and Max Welling, year = 2006, journal = Uncertainty in Artificial Intelligence, month = 01, URL = http://arxiv.org/abs/1206.6845, }
@article{Saffran2006, title = The Infant's Auditory World: Hearing, Speech, and the Beginnings of Language, authors = Jenny R Saffran and Janet F Werker and Lynne A Werner, year = 2006, journal = Handbook of child development, month = 01, pages = 58--108, volume = 6, }
@book{Rasmussen2006, title = Gaussian Processes for Machine Learning, authors = Carl Edward Rasmussen and Christopher K I Williams, year = 2006, month = 01, URL = http://www.gaussianprocess.org/gpml/chapters/RW.pdf, }
@article{Bar-Haim2006, title = Part-Of-Speech Tagging of Modern Hebrew Text, authors = Roy Bar-Haim and Khalil Sima'an and Yoad Winter, year = 2006, journal = Natural Language Engineering, month = 12, pages = 31, }
@article{Cohen-Sygal2006, title = Finite-State Registered Automata and Their Uses in Natural Languages, authors = Y Cohen-Sygal and Shuly Wintner, year = 2006, journal = Lecture Notes in Computer Science, month = 01, URL = http://www.springerlink.com/index/k8755038676722j1.pdf, }
@article{Shi2006, title = Comparative Investigation on Dimension Reduction and Regression in Three Layer Feed-Forward Neural Network, authors = L Shi and L Xu, year = 2006, journal = Lecture Notes in Computer Science, month = 01, pages = 51, volume = 4131, }
@inproceedings{Zhu2006, title = Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing, authors = Long Leo Zhu and Yuanhao Chen and Alan Yuille, year = 2006, booktitle = Advances in Neural Information Processing Systems, month = 11, pages = 8, }
@article{Fan2006, title = Multibody grouping by inference of multiple subspaces from high-dimensional data using oriented-frames, authors = Z Fan and J Zhou, year = 2006, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = 01, doi = 10.1109/TPAMI.2006.16, }
@article{Everingham2006, title = ``Hello! My name is... Buffy''--Automatic Naming of Characters in TV Video, authors = Mark Everingham and Josef Sivic and Andrew Zisserman, year = 2006, journal = BMVC, month = 08, pages = 1--10, }
@inproceedings{Nilsback2006, title = A Visual Vocabulary for Flower Classification, authors = Maria-Elena Nilsback and Andrew Zisserman, year = 2006, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 04, pages = 1--8, }
@inproceedings{Opelt2006, title = Incremental learning of object detectors using a visual shape alphabet, authors = Andreas Opelt and Axel Pinz and Andrew Zisserman, year = 2006, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://www.robots.ox.ac.uk/~vgg/publications/papers/opelt06a.pdf, }
@article{Steedman2007, title = Combinatory Categorial Grammar, authors = Mark Steedman and Jason Baldridge, year = 2007, month = 04, pages = 61, URL = http://www.google.com/search?client, }
@article{Kidd2007, title = Lexical and referential influences on on-line spoken language comprehension: A comparison of adults and primary-school-age children, authors = E Kidd and E L Bavin, year = 2007, journal = First Language, month = 02, number = 1, pages = 29--52, volume = 27, doi = 10.1177/0142723707067437, }
@article{Winawer2007, title = Russian blues reveal effects of language on color discrimination, authors = Jonathan Winawer and Nathan Witthoft and Michael C Frank and Lisa Wu and Alex R Wade and Lera Boroditsky, year = 2007, journal = Proceedings of the National Academy of Sciences, month = 05, pages = 1--6, }
@inproceedings{Daum{\'e}III2007, title = A Bayesian model for discovering typological implications, authors = Hal Daum{\'e}III and L Campbell, year = 2007, booktitle = Association for Computational Linguistics, month = 01, URL = http://acl.ldc.upenn.edu/P/P07/P07-1009.pdf, }
@inproceedings{Carreras2007, title = Experiments with a higher-order projective dependency parser, authors = Xavier Carreras, year = 2007, booktitle = Proceedings of the CoNLL Shared Task Session of EMNLP-CoNLL 2007, month = 01, URL = http://acl.ldc.upenn.edu/D/D07/D07-1101.pdf, }
@article{Chapelle2007, title = Training a Support Vector Machine in the Primal, authors = Olivier Chapelle, year = 2007, journal = Neural computation, month = 01, number = 3, pages = 1155--1178, URL = http://www.kyb.mpg.de/fileadmin/user_upload/files/publications/attachments/primal_%5b0%5d.pdf, }
@article{Chazelle2007, title = The Algorithm: Idiom of Modern Science, authors = Bernard Chazelle, year = 2007, journal = cs.princeton.edu, URL = http://www.cs.princeton.edu/~chazelle/pubs/algorithm.html, }
@article{Church2007, title = A Pendulum Swung Too Far, authors = Kenneth W Church, year = 2007, journal = Linguistic Issues in Language Technology - LiLT, month = 05, number = 4, volume = 2, URL = http://languagelog.ldc.upenn.edu/myl/ldc/swung-too-far.pdf, }
@inproceedings{Zettlemoyer2007, title = Online Learning of Relaxed CCG Grammars for Parsing to Logical Form, authors = Luke S Zettlemoyer and Michael Collins, year = 2007, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://people.csail.mit.edu/lsz/papers/zc-emnlp07.pdf, }
@article{Correll2007, title = Getting a Job: Is There a Motherhood Penalty?, authors = Shelley J Correll, year = 2007, journal = American Journal of Sociology, month = 03, pages = 1297--1339, volume = 112, URL = http://gender.stanford.edu/sites/default/files/motherhoodpenalty.pdf, }
@article{Tong2007, title = Learning grammatical structure with Echo State Networks, authors = Matthew H Tong and Adam D Bickett and Eric M Christiansen and Garrison W Cottrell, year = 2007, journal = Neural Networks, month = 01, pages = 424--432, URL = http://prod.informaworld.com/smpp/title~db, }
@article{Clark2007, title = Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear Models, authors = Stephen Clark and James Curran, year = 2007, journal = Computational Linguistics, month = 01, number = 4, pages = 493--552, volume = 33, URL = http://aclweb.org/anthology//J/J07/J07-4004.pdf, }
@inproceedings{Vadas2007, title = Adding Noun Phrase Structure to the Penn Treebank, authors = David Vadas and James Curran, year = 2007, booktitle = Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, month = 06, pages = 240--247, URL = http://www.aclweb.org/anthology/P07-1031.pdf, }
@inproceedings{Clark2007, title = Formalism-Independent Parser Evaluation with CCG and DepBank, authors = Stephen Clark and James Curran, year = 2007, booktitle = Association for Computational Linguistics, month = 01, URL = https://www.aclweb.org/anthology/P07-1032/, }
@article{Grauman2007, title = The Pyramid Match Kernel: Efficient Learning with Sets of Features, authors = Kristen Grauman and Trevor Darrell, year = 2007, journal = The Journal of Machine Learning Research, month = 01, URL = http://www.jmlr.org/papers/volume8/grauman07a/grauman07a.pdf, }
@inproceedings{Daum{\'e}III2007, title = Fast search for Dirichlet process mixture models, authors = Hal Daum{\'e}III, year = 2007, booktitle = AIStats, month = 01, URL = http://hal3.name/docs/daume07astar-dp.pdf, }
@book{Bickel2007, title = Mathematical Statistics: Basic Ideas and Selected Topics Vol 1, authors = Peter J Bickel and Kjell A Doksum, year = 2007, month = 09, pages = 1--532, }
@article{Griffin2007, title = Properties of Spoken Language Production, authors = Zenzi M Griffin and Victor S Ferreira, year = 2007, journal = Handbook of Psycholinguistics, month = 11, pages = 21, }
@article{Ferreira2007, title = Prosody and performance in language production, authors = Fernanda Ferreira, year = 2007, journal = Language and Cognitive Processes, month = 12, number = 8, pages = 1151--1177, volume = 22, }
@article{Torralba2007, title = 80 Million Tiny Images: a Large Dataset for Non-Parametric Object and Scene Recognition, authors = Antonio Torralba and Rob Fergus and William T Freeman, year = 2007, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = 09, pages = 1--14, }
@article{Rundus2007, title = Ground squirrels use an infrared signal to deter rattlesnake predation, authors = Aaron S Rundus and Donal H Owings and Sanjay S Joshi and Erin Chinn and Nicolas Giannini, year = 2007, journal = Proceedings of the National Academy of Sciences, month = 08, number = 36, pages = 5, volume = 104, }
@article{Trueswell2007, title = Learning to parse and its implications for language acquisition, authors = John C Trueswell and Lila Gleitman, year = 2007, journal = Oxford Handbook of Psycholing, month = 01, pages = 1--39, }
@article{Bjelakovic2007, title = Mortality in Randomized Trials of Antioxidant Supplements for Primary and Secondary Prevention, authors = Goran Bjelakovic and Dimitrinka Nikolova and Lise Lotte Gluud and Rosa G Simonetti and Christian Gluud, year = 2007, journal = Journal of the American Medical Association, month = 02, volume = 297, URL = http://jama.ama-assn.org/content/297/8/842.abstract, }
@inproceedings{Johnson2007, title = Adaptor grammars: A framework for specifying compositional nonparametric Bayesian models, authors = Mark Johnson and Thomas L Griffiths and Sharon Goldwater, year = 2007, booktitle = Advances in Neural Information Processing Systems, month = 01, pages = 641, volume = 19, URL = https://papers.nips.cc/paper/3101-adaptor-grammars-a-framework-for-specifying-compositional-nonparametric-bayesian-models, }
@inproceedings{Johnson2007, title = Bayesian inference for PCFGs via Markov chain Monte Carlo, authors = Mark Johnson and Thomas L Griffiths and Sharon Goldwater, year = 2007, booktitle = Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference, month = 04, pages = 139--146, }
@inproceedings{Goldwater2007, title = A Fully Bayesian Approach to Unsupervised Part-of-Speech Tagging, authors = Sharon Goldwater and Thomas L Griffiths, year = 2007, booktitle = Association for Computational Linguistics, month = 01, URL = http://cocosci.berkeley.edu/tom/papers/bhmm.pdf, }
@inproceedings{Wang2007, title = Spatial latent dirichlet allocation, authors = X Wang and E Grimson, year = 2007, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://people.csail.mit.edu/xgwang/papers/STLDA.pdf, }
@article{Har-Peled2007, title = Algorithms, authors = Sariel Har-Peled, year = 2007, month = 12, pages = 1--288, }
@inproceedings{Koehn2007, title = Moses: Open source toolkit for statistical machine translation, authors = P Koehn and H Hoang and A Birch and Chris Callison-Burch and Marcello Federico and Nicola Bertoldi and Brooke Cowan and Wade Shen and Christine Moran and Richard Zens and Chris Dyer and Ondrej Bojar and Alexandra Constantin and Evan Herbst, year = 2007, booktitle = Association for Computational Linguistics, month = 01, URL = http://acl.ldc.upenn.edu/P/P07/P07-2045.pdf, }
@inproceedings{Salakhutdinov2007, title = Restricted Boltzmann machines for collaborative filtering, authors = Ruslan Salakhutdinov and Andriy Mnih and Geoffrey Hinton, year = 2007, booktitle = International conference on Machine learning, month = 01, pages = 1--8, URL = http://www.google.com/search?sourceid, }
@article{Hockenmaier2007, title = Lecture20.pdf, authors = Julia Hockenmaier, year = 2007, journal = UIUC, month = 01, pages = 1--6, }
@article{Hockenmaier2007, title = Recovering traces and null elements, authors = Julia Hockenmaier, year = 2007, journal = UIUC, month = 01, pages = 1--7, }
@article{Hockenmaier2007, title = More on CFGs; Penn Treebank; Non-local dependencies, authors = Julia Hockenmaier, year = 2007, journal = UIUC, month = 01, pages = 1--7, }
@article{Ma2007, title = Segmentation of multivariate mixed data via lossy data coding and compression, authors = Y Ma and H Derksen and W Hong, year = 2007, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = 01, doi = 10.1109/TPAMI.2007.1085, }
@article{Horton2007, title = The influence of partner-specific memory associations on language production: Evidence from picture naming, authors = William S Horton, year = 2007, journal = Language and Cognitive Processes, month = 11, number = 7, pages = 1114--1139, volume = 22, }
@article{Tiedemann2007, title = Improved sentence alignment for movie subtitles, authors = J Tiedemann and A Informatica, year = 2007, journal = Proceedings of RANLP, month = 01, URL = http://www.let.rug.nl/~tiedeman/blog/paper/ranlp07-subalign.pdf, }
@article{Boiman2007, title = Detecting irregularities in images and in video, authors = Oren Boiman and Michal Irani, year = 2007, journal = International Journal of Computer Vision, month = 01, URL = http://www.springerlink.com/index/F813R7821X8P17M4.pdf, }
@inproceedings{Johnson2007, title = Why doesn't EM find good HMM POS-taggers, authors = Mark Johnson, year = 2007, booktitle = Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), month = 01, URL = http://acl.ldc.upenn.edu/D/D02/D02-1031.pdf, }
@inproceedings{Toutanova2007, title = A Bayesian LDA-based model for semi-supervised part-of-speech tagging, authors = Kristina Toutanova and Mark Johnson, year = 2007, booktitle = Advances in Neural Information Processing Systems, month = 11, pages = 8, }
@inproceedings{Shen2007, title = Guided learning for bidirectional sequence classification, authors = L Shen and Giorgio Satta and Aravind K Joshi, year = 2007, booktitle = Association for Computational Linguistics, month = 01, URL = http://acl.ldc.upenn.edu/P/P07/P07-1096.pdf, }
@article{January2007, title = Re-evaluating evidence for linguistic relativity: Reply to Boroditsky (2001)☆, authors = D January and E Kako, year = 2007, journal = Cognition, month = 08, number = 2, pages = 417--426, volume = 104, }
@article{Altmann2007, title = The real-time mediation of visual attention by language and world knowledge: Linking anticipatory (and other) eye movements to linguistic processing, authors = G Altmann and Y Kamide, year = 2007, journal = Journal of Memory and Language, month = 11, number = 4, pages = 502--518, volume = 57, }
@inproceedings{Sahbi2007, title = Graph-Cut Transducers for Relevance Feedback in Content Based Image Retrieval, authors = Hichem Sahbi and Jean-Yves Audibert and Renaud Keriven, year = 2007, booktitle = International Conference on Computer Vision, month = 09, pages = 1--8, }
@article{Kirby2007, title = Of Memories, Neurons and Rank-One Corrections, authors = Kevin G Kirby, year = 2007, journal = The College Mathematics Journal, month = 11, pages = 19, volume = 28, }
@article{Pine2007, title = The effects of prohibiting gestures on children's lexical retrieval ability, authors = Karen J Pine and Hannah Bird and Elizabeth Kirk, year = 2007, journal = Developmental Science, month = 11, number = 6, pages = 747--754, volume = 10, }
@article{Hostetter2007, title = I see it in my hands'eye: Representational gestures reflect conceptual demands, authors = Autumn B Hostetter and Martha W Alibali and Sotaro Kita, year = 2007, journal = Language and Cognitive Processes, month = 04, number = 3, pages = 313--336, volume = 22, doi = 10.1080/01690960600632812, }
@article{Liang2007, title = Structured Bayesian Nonparametric Models with Variational Inference, authors = Percy Liang and Dan Klein, year = 2007, journal = Association for Computational Linguistics, month = 06, URL = http://cs.stanford.edu/~pliang/papers/tutorial-acl2007.pdf, }
@inproceedings{Petrov2007, title = Improved Inference for Unlexicalized Parsing, authors = Slav Petrov and Dan Klein, year = 2007, booktitle = Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference, month = 04, URL = http://acl.ldc.upenn.edu/N/N07/N07-1051.pdf, }
@inproceedings{Liang2007, title = The Infinite PCFG Using Hierarchical Dirichlet Processes, authors = Percy Liang and Slav Petrov and Michael I Jordan and Dan Klein, year = 2007, booktitle = Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), month = 01, pages = 688--697, }
@inproceedings{Haghighi2007, title = Unsupervised coreference resolution in a nonparametric bayesian model, authors = Aria Haghighi and Dan Klein, year = 2007, booktitle = Association for Computational Linguistics, month = 01, URL = http://acl.ldc.upenn.edu/P/P07/P07-1107.pdf, }
@inproceedings{Johansson2007, title = Extended constituent-to-dependency conversion for English, authors = Richard Johansson and Pierre Nugues and Joakim Nivre and Heiki-Jaan Kalep and Kadri Muischnek and Mare Koit, year = 2007, booktitle = NODALIDA 2007 Proceedings, month = 01, pages = 105--112, }
@inproceedings{Smith2007, title = Computationally Efficient M-Estimation of Log-Linear Structure Models, authors = Noah A Smith and Douglas L Vail and John D Lafferty, year = 2007, booktitle = Association for Computational Linguistics, month = 06, pages = 752--759, URL = http://www.cs.cmu.edu/~nasmith/papers/smith+vail+lafferty.acl07.pdf, }
@article{Nallapati2007, title = Parallelized variational EM for latent Dirichlet allocation: An experimental evaluation of speed and scalability, authors = Ramesh Nallapati and William W Cohen and John D Lafferty, year = 2007, journal = International Conference on Data Mining: Workshops, month = 01, pages = 349--354--354, volume = 7, }
@article{Bengio2007, title = Scaling learning algorithms towards AI, authors = Y Bengio and Yann LeCun, year = 2007, journal = Large-Scale Kernel Machines, month = 01, }
@article{Olsson2007, title = State-Space Models: From the EM Algorithm to a Gradient Approach, authors = Rasmus Kongsgaard Olsson and Kaare Brandt Petersen and Tue Lehn-Schi{\o}ler, year = 2007, journal = dx.doi.org, month = 03, number = 4, pages = 1097--1111, volume = 19, doi = 10.1162/neco.2007.19.4.1097, }
@article{Li2007, title = Dynamic self-organization and early lexical development in children, authors = Ping Li and Xiaowei Zhao and Brian MacWhinney, year = 2007, journal = Cognitive science, number = 4, pages = 581--612, volume = 31, }
@inproceedings{Frome2007, title = Learning Globally-Consistent Local Distance Functions for Shape-Based Image Retrieval and Classification, authors = Andrea Frome and Yoram Singer and Fei Sha and Jitendra Malik, year = 2007, booktitle = International Conference on Computer Vision, month = 08, pages = 8, }
@article{MacCartney2007, title = Natural logic for textual inference, authors = Bill MacCartney and Christopher D Manning, year = 2007, journal = RTE '07 Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing, month = 06, pages = 193--200, URL = http://dl.acm.org.proxy2.library.illinois.edu/citation.cfm?id, }
@inproceedings{Finkel2007, title = The infinite tree, authors = JR Finkel and T Grenager and Christopher D Manning, year = 2007, booktitle = Association for Computational Linguistics, month = 01, number = 1, pages = 272, volume = 45, }
@inproceedings{DeNeefe2007, title = What can syntax-based MT learn from phrase-based MT, authors = Steve DeNeefe and Kevin Knight and W Wang and Daniel Marcu, year = 2007, booktitle = Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), month = 01, pages = 755--763--763, }
@article{Sutton2007, title = An Introduction to Conditional Random Fields for Relational Learning, authors = Charles Sutton and Andrew McCallum, year = 2007, journal = Introduction to Statistical Relational Learning, month = 01, URL = https://people.cs.umass.edu/~mccallum/papers/crf-tutorial.pdf, }
@inproceedings{Li2007, title = Nonparametric bayes pachinko allocation, authors = W Li and David M Blei and Andrew McCallum, year = 2007, booktitle = Uncertainty in Artificial Intelligence, month = 01, }
@inproceedings{Sutton2007, title = Piecewise Pseudolikelihood for Efficient Training of Conditional Random Fields, authors = Charles Sutton and Andrew McCallum, year = 2007, booktitle = International conference on Machine learning, month = 01, URL = https://homepages.inf.ed.ac.uk/csutton/publications/pwpl.pdf, }
@article{Mimno2007, title = Mixtures of Hierarchical Topics with Pachinko Allocation, authors = David Mimno and Wei Li and Andrew McCallum, year = 2007, journal = International conference on Machine learning, month = 01, pages = 1--8, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Nivre2007, title = Introduction to Data-Driven Dependency Parsing, authors = Joakim Nivre and Ryan McDonald, year = 2007, journal = ESSLLI, month = 01, URL = http://www.ryanmcd.com/courses/esslli2007/esslli3.pdf, }
@inproceedings{Nivre2007, title = Characterizing the errors of data-driven dependency parsing models, authors = Joakim Nivre and Ryan McDonald, year = 2007, booktitle = Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), month = 01, pages = 122--131, }
@inproceedings{Wong2007, title = Learning Synchronous Grammars for Semantic Parsing with Lambda Calculus, authors = Yuk Wah Wong and Raymond Mooney, year = 2007, booktitle = Association for Computational Linguistics, month = 01, pages = 960--967, URL = http://www.cs.utexas.edu/users/ml/papers/wasp-logic-acl-07.pdf, }
@inproceedings{Bosch2007, title = Representing shape with a spatial pyramid kernel, authors = A Bosch and Andrew Zisserman and X Munoz, year = 2007, booktitle = CIVR, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Bosch2007, title = Image classification using random forests and ferns, authors = A Bosch and Andrew Zisserman and X Munoz, year = 2007, booktitle = International Conference on Computer Vision, month = 01, URL = http://www.robots.ox.ac.uk/~vgg/publications/papers/bosch07a.pdf, }
@inproceedings{Ames2007, title = Why we tag: motivations for annotation in mobile and online media, authors = M Ames and M Naaman, year = 2007, booktitle = Computer Human Interaction, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Nakagawa2007, title = Multilingual dependency parsing using global features, authors = T Nakagawa, year = 2007, booktitle = Proceedings of the CoNLL Shared Task Session of EMNLP-CoNLL 2007, month = 01, URL = http://acl.ldc.upenn.edu/D/D07/D07-1100.pdf, }
@article{Richmond2007, title = Accounting for change in declarative memory: A cognitive neuroscience perspective, authors = Jenny Richmond and Charles A Nelson, year = 2007, journal = Developmental Review, month = 09, number = 3, pages = 349--373, volume = 27, URL = http://linkinghub.elsevier.com/retrieve/pii/S027322970700024X, }
@article{Schoonbaert2007, title = The representation of lexical and syntactic information in bilinguals: Evidence from syntactic priming, authors = S Schoonbaert and Robert J Hartsuiker and Martin J Pickering, year = 2007, journal = Journal of Memory and Language, month = 02, number = 2, pages = 153--171, volume = 56, }
@inproceedings{Wang2007, title = Dirichlet aggregation: unsupervised learning towards an optimal metric for proportional data, authors = HY Wang and H Zha and H Qin, year = 2007, booktitle = International conference on Machine learning, month = 01, pages = 966, }
@inproceedings{Habash2007, title = Arabic diacritization through full morphological tagging, authors = Nizar Y Habash and Owen Rambow, year = 2007, booktitle = Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference, month = 04, pages = 53--56, }
@inproceedings{Varma2007, title = Learning The Discriminative Power-Invariance Trade-Off, authors = Manik Varma and Debajyoti Ray, year = 2007, booktitle = International Conference on Computer Vision, month = 08, pages = 1--8, }
@inproceedings{Klementiev2007, title = Named Entity Transliteration and Discovery in Multilingual Corpora, authors = Alexandre Klementiev and Dan Roth, year = 2007, booktitle = Association for Computational Linguistics, month = 10, pages = 17, }
@inproceedings{Chang2007, title = Guiding Semi-Supervision with Constraint-Driven Learning, authors = Ming-Wei Chang and Lev Ratinov and Dan Roth, year = 2007, booktitle = Association for Computational Linguistics, month = 01, pages = 1--8, }
@inproceedings{Gold2007, title = A robot that uses existing vocabulary to infer non-visual word meanings from observation, authors = K Gold and B Scassellati, year = 2007, booktitle = Proceedings of the National Conference on Artificial Intelligence, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@article{Goodrich2007, title = Human-Robot Interaction: A Survey, authors = Michael A Goodrich and Alan C Schultz, year = 2007, journal = Foundations and Trends in Human Computer Interaction, month = 01, number = 3, pages = 203--275, volume = 1, doi = 10.1561/1100000005, }
@inproceedings{Seginer2007, title = Fast Unsupervised Incremental Parsing, authors = Yoav Seginer, year = 2007, booktitle = Association for Computational Linguistics, month = 01, URL = http://www.aclweb.org/anthology-new/P/P07/P07-1049.pdf, }
@phdthesis{Seginer2007, title = Learning Syntactic Structure, authors = Yoav Seginer, year = 2007, school = Universiteit van Amsterdam, month = 01, URL = http://dare.uva.nl/document/52554, }
@article{MacDonald2007, title = Constraing Satisfaction Accounts of Lexical and Sentence Comprehension, authors = Maryellen C MacDonald and Mark S Seidenberg, year = 2007, journal = Handbook of Psycholinguistics, month = 07, pages = 31, }
@inproceedings{Tsarfaty2007, title = Three-dimensional parametrization for parsing morphologically rich languages, authors = Reut Tsarfaty and K Sima'an, year = 2007, booktitle = Proceedings of the 10th International Conference on Parsing Technologies, month = 01, pages = 156--167, URL = http://acl.ldc.upenn.edu/W/W07/W07-2219.pdf, }
@article{Tsarfaty2007, title = Accurate Unlexicalized Parsing for Modern Hebrew, authors = Reut Tsarfaty and K Sima'an, year = 2007, journal = Lecture Notes in Computer Science, month = 01, URL = http://www.springerlink.com/index/351624rx307u7711.pdf, }
@phdthesis{Smith2007, title = Novel estimation methods for unsupervised discovery of latent structure in natural language text, authors = Noah A Smith, year = 2007, school = Johns Hopkins University, month = 01, }
@inproceedings{Singer2007, title = Pegasos: Primal estimated sub-gradient solver for SVM, authors = Yoram Singer and N Srebro, year = 2007, booktitle = International conference on Machine learning, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Hockenmaier2007, title = CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn Treebank, authors = Julia Hockenmaier and Mark Steedman, year = 2007, journal = Computational Linguistics, month = 09, pages = 355--396, volume = 33, doi = 10.1162/coli.2007.33.3.355, }
@article{Stigler2007, title = The Epic Story of Maximum Likelihood, authors = Stephen M Stigler, year = 2007, journal = Statistical Science, month = 11, number = 4, pages = 598--620, volume = 22, URL = http://projecteuclid.org/euclid.ss/1207580174, }
@inproceedings{Zhu2007, title = A Text-to-Picture synthesis system for augmenting communication, authors = Xiaojin Zhu and AB Goldberg and M Eldawy and Chris Dyer and B Strock, year = 2007, booktitle = Proceedings of the National Conference on Artificial Intelligence, month = 01, number = 2, pages = 1590, volume = 22, }
@article{Verstraeten2007, title = An experimental unification of reservoir computing methods, authors = D Verstraeten and B Schrauwen and M D Haene and D Stroobandt, year = 2007, journal = Neural Networks, month = 01, number = 3, pages = 391--403, volume = 20, }
@article{Takahashi2007, title = Separating Precision and Mean in Dirichlet-enhanced High-order Markov Models, authors = Rikiya Takahashi, year = 2007, journal = European Conference on Machine Learning, month = 01, pages = 382--393, volume = 4701, URL = http://www.research.ibm.com/trl/people/rikiya/paper/separate_dirichlet.pdf, }
@inproceedings{Graca2007, title = Expectation Maximization and Posterior Constraints, authors = Jo{\~a}o V Graca and Kuzman Ganchev and Ben Taskar, year = 2007, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://www.seas.upenn.edu/~taskar/pubs/empc_nips07.pdf, }
@inproceedings{Kurihara2007, title = Collapsed Variational Dirichlet Process Mixture Models, authors = Kenichi Kurihara and Max Welling and Yee-Whye Teh, year = 2007, booktitle = Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI07), month = 01, pages = 2796--2801, URL = http://people.ee.duke.edu/~lcarin/IJCAI07-449.pdf, }
@article{Teh2007, title = A Tutorial on Dirichlet Processes and Hierarchical Dirichlet Processes, authors = Yee-Whye Teh, year = 2007, journal = Bayesian Statistics, month = 03, URL = http://mlg.eng.cam.ac.uk/tutorials/07/ywt.pdf, }
@article{Temperley2007, title = Minimization of dependency length in written English, authors = David Temperley, year = 2007, journal = Cognition, month = 11, number = 2, pages = 300--333, volume = 105, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027706002058, }
@article{Kemp2007, title = Learning overhypotheses with hierarchical Bayesian models, authors = Charles Kemp and Amy Perfors and Joshua B Tenenbaum, year = 2007, journal = Developmental Science, month = 01, volume = 10, URL = http://web.mit.edu/cocosci/Papers/devsci07_kempetal.pdf, }
@article{Bannard2007, title = Modeling children's early grammatical knowledge, authors = Colin Bannard and Elena Lieven and Michael Tomasello, year = 2007, journal = Proceedings of the National Academy of Sciences, month = 12, number = 51, pages = 20167--20172, volume = 104, }
@inproceedings{Komodakis2007, title = MRF Optimization via Dual Decomposition: Message-Passing Revisited, authors = Nikos Komodakis and Nikos Paragios and Georgios Tziritas, year = 2007, booktitle = International Conference on Computer Vision, month = 01, URL = http://vision.mas.ecp.fr/pub/iccv07.pdf, }
@inproceedings{Nakagawa2007, title = A hybrid approach to word segmentation and pos tagging, authors = T Nakagawa and K Uchimoto, year = 2007, booktitle = Association for Computational Linguistics, month = 01, URL = http://acl.ldc.upenn.edu/P/P07/P07-2055.pdf, }
@inproceedings{Forbus2007, title = Integrating Natural Language, Knowledge Representation and Reasoning, and Analogical Processing to Learn by Reading, authors = Kenneth D Forbus and Christopher Riesbeck and Lawrence Birnbaum and Kevin Livingston and Abhishek Sharma and Leo Ureel, year = 2007, booktitle = Association for the Advancement of Artificial Intelligence, month = 04, pages = 6, }
@inproceedings{Tron2007, title = A benchmark for the comparison of 3-D motion segmentation algorithms, authors = Roberto Tron and Ren{\'e} Vidal, year = 2007, booktitle = International Conference on Computer Vision, month = 01, doi = 10.1109/CVPR.2007.382974, }
@article{Wang2007, title = Topical N-grams: Phrase and Topic Discovery, with an Application to Information Retrieval, authors = Xuerui Wang and Andrew McCallum and Xing Wei, year = 2007, journal = International Conference On Data Mining, month = 01, URL = http://www.cs.umass.edu/~xuerui/papers/ngram_tr.pdf, }
@inproceedings{Gruber2007, title = Hidden topic markov models, authors = A Gruber and M Rosen-Zvi and Y Weiss, year = 2007, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@inproceedings{Newman2007, title = Distributed inference for latent dirichlet allocation, authors = D Newman and Arthur Asuncion and P Smyth and Max Welling, year = 2007, booktitle = Advances in Neural Information Processing Systems, month = 01, pages = 1081--1088--1088, volume = 20, }
@inproceedings{Sagae2007, title = High-accuracy Annotation and Parsing of CHILDES Transcripts, authors = Kenji Sagae and Eric Davis and Alon Lavie and Brian MacWhinney and Shuly Wintner, year = 2007, booktitle = Proceedings of the Workshop on Cognitive Aspects of Computational Language Acquisition, month = 06, pages = 25--32, URL = http://www.aclweb.org/anthology/W/W07/W07-0604, }
@inproceedings{Daya2007, title = Identifying Semitic Roots: Machine Learning with Linguistic Constraint, authors = Ezra Daya and Dan Roth and Shuly Wintner, year = 2007, booktitle = Association for Computational Linguistics, month = 11, pages = 20, }
@article{Legate2007, title = Morphosyntactic learning and the development of tense, authors = J Legate and C Yang, year = 2007, journal = Language Acquisition, month = 01, URL = www.ling.upenn.edu/~ycharles/papers/tense.pdf, }
@article{Qin2007, title = Rx: Treating Bugs as Allergies - A Safe Method to Survive Software Failures, authors = Feng Qin and Joseph Tucek and Jagadeesan Sundaresan and Yuanyuan Zhou, year = 2007, journal = Symposium on Operating Systems Principles, month = 11, pages = 14, }
@article{Tan2007, title = /* iComment: Bugs or Bad Comments? */, authors = Lin Tan and Ding Yuan and Gopal Krishna and Yuanyuan Zhou, year = 2007, journal = Symposium on Operating Systems Principles, month = 08, pages = 1--14, }
@inproceedings{Boyd-Graber2007, title = A Topic Model for Word Sense Disambiguation, authors = Jordan Boyd-Graber and David M Blei and Xiaojin Zhu, year = 2007, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://wordnet.cs.princeton.edu/papers/jbg-EMNLP07.pdf, }
@article{Slocombe2007, title = Chimpanzees modify recruitment screams as a function of audience composition, authors = KE Slocombe and K Zuberb{\"u}hler, year = 2007, journal = Proceedings of the National Academy of Sciences, month = 01, number = 43, pages = 17228, volume = 104, }
@article{Maye2008, title = Statistical phonetic learning in infants: facilitation and feature generalization, authors = Jessica Maye and Daniel J Weiss and Richard N Aslin, year = 2008, journal = Developmental Science, month = 01, number = 1, pages = 122--134, volume = 11, doi = 10.1111/j.1467-7687.2007.00653.x, }
@article{Porteous2008, title = Fast collapsed gibbs sampling for latent dirichlet allocation, authors = Ian Porteous and D Newman and A Ihler and Arthur Asuncion, year = 2008, journal = Proceeding of the 14th ACM SIGKDD international {\ldots}, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Baldridge2008, title = Weakly supervised supertagging with grammar-informed initialization, authors = Jason Baldridge, year = 2008, booktitle = Association for Computational Linguistics, month = 02, pages = 10, }
@inproceedings{Snyder2008, title = Unsupervised Multilingual Learning for Morphological Segmentation, authors = Benjamin Snyder and Regina Barzilay, year = 2008, booktitle = Association for Computational Linguistics, month = 01, URL = http://people.csail.mit.edu/bsnyder/papers/SnyderB-acl08.pdf, }
@inproceedings{Snyder2008, title = Unsupervised multilingual learning for POS tagging, authors = Benjamin Snyder and Tahira Naseem and Jacob Eisenstein and Regina Barzilay, year = 2008, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@article{Lorimor2008, title = Agreement and attraction in Russian, authors = Heidi Lorimor and Kathryn Bock and Ekaterina Zalkind and Alina Sheyman and Robert Beard, year = 2008, journal = Language and Cognitive Processes, month = 08, number = 6, pages = 769--799, volume = 23, doi = 10.1080/01690960701774182, }
@inproceedings{B{\'\\i}r{\'o}2008, title = Latent dirichlet allocation in web spam filtering, authors = I B{\'\\i}r{\'o} and J Szab{\'o} and A Bencz{\'u}r, year = 2008, booktitle = Proceeding AIRWeb '08 Proceedings of the 4th international workshop on Adversarial information retrieval on the web, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Haghighi2008, title = Learning bilingual lexicons from monolingual corpora, authors = Aria Haghighi and Percy Liang and Taylor Berg-Kirkpatrick, year = 2008, booktitle = Association for Computational Linguistics, month = 01, URL = http://aclweb.org/anthology/P/P08/P08-1088.pdf, }
@inproceedings{Boyd-Graber2008, title = Syntactic Topic Models, authors = Jordan Boyd-Graber and David M Blei, year = 2008, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://umiacs.umd.edu/~jbg/docs/nips2008.pdf, }
@article{Onishi2008, title = Prototypicality in sentence production☆, authors = K Onishi and G Murphy and Kathryn Bock, year = 2008, journal = Cognitive Psychology, month = 03, number = 2, pages = 103--141, volume = 56, }
@article{Marian2008, title = Sensitivity to Phonological Similarity Within and Across Languages, authors = Viorica Marian and Henrike K Blumenfeld and Olga V Boukrina, year = 2008, journal = Journal of Psycholinguistic Research, month = 05, number = 3, pages = 141--170, volume = 37, }
@article{Nicholas2008, title = A Woman's History of Vaginal Orgasm is Discernible from Her Walk, authors = Aurelie Nicholas and Stuart Brody and Pascal de Sutter and Fran{\c c}ois de Carufel, year = 2008, journal = Journal of Sexual Medicine, month = 09, number = 9, pages = 2119--2124, volume = 5, doi = 10.1111/j.1743-6109.2008.00942.x, }
@article{Zavesky2008, title = CuZero: embracing the frontier of interactive visual search for informed users, authors = E Zavesky and S Chang, year = 2008, journal = portal.acm.org, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{McClosky2008, title = Self-Training for Biomedical Parsing, authors = David McClosky and Eugene Charniak, year = 2008, booktitle = Association for Computational Linguistics, month = 01, URL = http://stanford.edu/~mcclosky/papers/dmcc-acl-2008.pdf, }
@inproceedings{III2008, title = Evaluating Unsupervised Part-of-Speech Tagging for Grammar Induction, authors = William P Headden III and David McClosky and Eugene Charniak, year = 2008, booktitle = Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008), month = 08, pages = 329--336, URL = http://www.aclweb.org/anthology/C08-1042.pdf, }
@article{Bechet2008, title = How the ExpLSA approach impacts the document classification tasks, authors = N Bechet and M Roche and J Chauche, year = 2008, journal = International Conference on Digital Information Management, month = 01, URL = http://www.lirmm.fr/~mroche/Pages_Web_MR/Publications/All_papers/bechet_ICDIM08.pdf, }
@inproceedings{Zhang2008, title = A tale of two parsers: investigating and combining graph-based and transition-based dependency parsing using beam-search, authors = Y Zhang and Stephen Clark, year = 2008, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Rimell2008, title = Constructing a Parser Evaluation Scheme, authors = Laura Rimell and Stephen Clark, year = 2008, booktitle = Coling 2008: Proceedings of the workshop on Cross-Framework and Cross-Domain Parser Evaluation, month = 08, pages = 44--50, URL = http://www.cl.cam.ac.uk/~sc609/pubs/pe08rimell_constructing.pdf, }
@inproceedings{Arbelaez2008, title = Constrained image segmentation from hierarchical boundaries, authors = Pablo Arbelaez and L Cohen, year = 2008, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@inproceedings{Koo2008, title = Simple Semi-supervised Dependency Parsing, authors = Terry Koo and Xavier Carreras and Michael Collins, year = 2008, booktitle = Association for Computational Linguistics, month = 06, pages = 595--603, URL = http://aclweb.org/anthology-new/P/P08/P08-1068.pdf, }
@article{Stone2008, title = Autotagging Facebook: Social Network Context Improves Photo Animation, authors = Zak Stone and Todd Zickler and Trevor Darrell, year = 2008, journal = First IEEE Workshop on Internet Vision, month = 05, pages = 1--8, }
@inproceedings{Gupta2008, title = Beyond Nouns: Exploiting Prepositions and Comparative Adjectives for Learning Visual Classifiers, authors = Abhinav Gupta and Larry S Davis, year = 2008, booktitle = European Conference on Computer Vision, month = 07, pages = 14, }
@article{Oppenheim2008, title = Inner speech slips exhibit lexical bias, but not the phonemic similarity effect☆, authors = Gary Oppenheim and Gary S Dell, year = 2008, journal = Cognition, month = 01, number = 1, pages = 528--537, volume = 106, }
@inproceedings{Deoskar2008, title = Re-estimation of lexical parameters for treebank PCFGs, authors = T Deoskar, year = 2008, booktitle = COLING, month = 01, pages = 193--200, }
@article{Dinov2008, title = Expectation Maximization and Mixture Modeling Tutorial, authors = Ivo D Dinov, year = 2008, month = 01, URL = http://repositories.cdlib.org/cgi/viewcontent.cgi?article, }
@inproceedings{Hays2008, title = IM2GPS: estimating geographic information from a single image, authors = J Hays and Alexei A Efros, year = 2008, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@article{Elbow2008, title = The Believing Game -- Methodological Believing, authors = Peter Elbow, year = 2008, journal = Selected Works of Peter Elbow, month = 01, URL = http://works.bepress.com/peter_elbow/20, }
@inproceedings{Adler2008, title = Tagging a Hebrew Corpus: The Case of Participles, authors = Meni Adler and Yael Netzer and Yoav Goldberg and David Gabay and Michael Elhadad, year = 2008, booktitle = The International Conference on Language Resources and Evaluation, month = 05, URL = http://www.cs.bgu.ac.il/~adlerm/publications/beinoni.pdf, }
@article{Pickering2008, title = Structural priming: A critical review., authors = Martin J Pickering and Victor S Ferreira, year = 2008, journal = Psychological Bulletin, month = 01, number = 3, pages = 427--459, volume = 134, }
@article{Ferreira2008, title = Proactive interference effects on sentence production, authors = Victor S Ferreira and Carla E Firato, year = 2008, journal = Psychonomic Bulletin \\& Review, month = 10, pages = 6, }
@article{Fischer2008, title = Embodied language: A review of the role of the motor system in language comprehension, authors = M Fischer, year = 2008, journal = The Quarterly Journal of Experimental Psychology, month = 01, URL = http://www.informaworld.com/index/790180700.pdf, }
@inproceedings{Fleck2008, title = Lexicalized phonotactic word segmentation, authors = Margaret M Fleck, year = 2008, booktitle = Association for Computational Linguistics, month = 01, pages = 130--138, }
@inproceedings{Fleck2008, title = Lexicalized Phonotactic Word Segmentation, authors = Margaret M Fleck, year = 2008, booktitle = Association for Computational Linguistics, month = 04, pages = 9, }
@inproceedings{Li2008, title = Modeling and recognition of landmark image collections using iconic scene graphs, authors = X Li and C Wu and C Zach and S Lazebnik and J Frahm, year = 2008, booktitle = European Conference on Computer Vision, month = 01, URL = http://www.cs.unc.edu/~lazebnik/publications/eccv08.pdf, }
@article{Russell2008, title = LabelMe: a Database and Web-based Tool for Image Annotation, authors = Bryan C Russell and Antonio Torralba and Kevin P Murphy and William T Freeman, year = 2008, journal = International Journal of Computer Vision, month = 06, pages = 33, }
@article{Friedman2008, title = An elementary illustrated introduction to simplicial sets, authors = Greg Friedman, year = 2008, journal = arXiv, month = 09, volume = math.AT, URL = http://arxiv.org/abs/0809.4221v1, }
@article{Tzikas2008, title = The Variational Approximation for Bayesian Inference, authors = Dimitris G Tzikas and Aristidis C Likas and Nikolaos P Galatsanos, year = 2008, journal = IEEE Signal Processing Magazine, month = 11, volume = 131, URL = http://www.ssp.ece.upatras.gr/downloads/articles/galatsanos2008_4.pdf, }
@article{Tamminen2008, title = Newly learned spoken words show long-term lexical competition effects, authors = Jakke Tamminen and M Gareth Gaskell, year = 2008, journal = The Quarterly Journal of Experimental Psychology, month = 03, number = 3, pages = 361--371, volume = 61, }
@article{Warker2008, title = Limits on learning phonotactic constraints from recent production experience, authors = Jill A Warker and Gary S Dell and CA Whalen and S Gereg, year = 2008, journal = Journal of Experimental Psychology: Learning, Memory, and Cognition, month = 01, number = 5, pages = 1289--1295, volume = 34, }
@inproceedings{Mirroshandel2008, title = Unsupervised Grammar Induction Using a Parent Based Constituent Context Model, authors = Seyed Abolghasem Mirroshandel and Gholamreza Ghassem-Sani, year = 2008, booktitle = ECAI, month = 06, pages = 293--297, URL = http://portal.acm.org.proxy2.library.illinois.edu/citation.cfm?id, }
@inproceedings{Zhang2008, title = Efficient multi-pass decoding for synchronous context free grammars, authors = H Zhang and Daniel Gildea, year = 2008, booktitle = Association for Computational Linguistics, month = 01, }
@article{Bay2008, title = Speeded-up robust features (SURF), authors = H Bay and A Ess and T Tuytelaars and L van Gool, year = 2008, journal = Computer Vision and Image Understanding, month = 01, URL = http://linkinghub.elsevier.com/retrieve/pii/S1077314207001555, }
@inproceedings{Quack2008, title = World-scale Mining of Objects and Events from Community Photo Collections, authors = Till Quack and Bastian Leibe and Luc Van Gool, year = 2008, booktitle = CIVR, month = 05, pages = 1--10, }
@article{Keates2008, title = Category markers or attributes: Why do labels guide infants' inductive inferences?, authors = Jean Keates and Susan A Graham, year = 2008, journal = Psychological Science, month = 01, pages = 1287--1293, }
@inproceedings{Vijayanarasimhan2008, title = Multi-Level Active Prediction of Useful Image Annotations for Recognition, authors = Sudheendra Vijayanarasimhan and Kristen Grauman, year = 2008, booktitle = Advances in Neural Information Processing Systems, month = 10, pages = 10, }
@inproceedings{Kulis2008, title = Fast image search for learned metrics, authors = Brian Kulis and P Jain and Kristen Grauman, year = 2008, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@article{Hansen2008, title = On the availability of `literal'meaning: Evidence from courtroom interaction, authors = Maj-Britt Mosegaard Hansen, year = 2008, journal = Journal of Pragmatics, month = 06, pages = 1392--1410, URL = http://linkinghub.elsevier.com/retrieve/pii/S0378216608001161, }
@book{Har-Peled2008, title = Geometric Approximation Algorithms, authors = Sariel Har-Peled, year = 2008, month = 01, pages = 1--212, }
@article{Warriner2008, title = Learning to fail: Reoccurring tip-of-the-tongue states, authors = Amy Beth Warriner and Karin Humphreys, year = 2008, journal = The Quarterly Journal of Experimental Psychology, month = 04, number = 4, pages = 535--542, volume = 61, }
@inproceedings{Suzuki2008, title = Semi-Supervised Sequential Labeling and Segmentation Using Giga-Word Scale Unlabeled Data, authors = Jun Suzuki and Hideki Isozaki, year = 2008, booktitle = Proceedings of ACL-08: HLT, month = 06, pages = 665--673, URL = http://www.aclweb.org/anthology/P/P08/P08-1076.pdf, }
@article{Elazary2008, title = Interesting objects are visually salient, authors = L Elazary and L Itti, year = 2008, journal = Journal of Vision, month = 01, URL = http://www.journalofvision.org/8/3/3/article.aspx, }
@article{Teh2008, title = Hierarchical Bayesian Nonparametric Models with Applications, authors = Yee-Whye Teh and Michael I Jordan, year = 2008, journal = University of California, Berkeley, month = 01, URL = http://www.stat.berkeley.edu/tech-reports/770.pdf, }
@inproceedings{Liang2008, title = An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators, authors = Percy Liang and Michael I Jordan, year = 2008, booktitle = International conference on Machine learning, month = 01, pages = 584--591, }
@inproceedings{Lacoste-Julien2008, title = DiscLDA: Discriminative learning for dimensionality reduction and classification, authors = S Lacoste-Julien and Fei Sha and Michael I Jordan, year = 2008, booktitle = Advances in Neural Information Processing Systems, month = 01, }
@inproceedings{Chambers2008, title = Unsupervised Learning of Narrative Event Chains, authors = Nathanael Chambers and Daniel Jurafsky, year = 2008, booktitle = Proceedings of ACL-08: HLT, month = 06, pages = 789--797, URL = http://www.aclweb.org/anthology/P/P08/P08-1090.pdf, }
@article{Coyle2008, title = Patterns of experience with verbs affect long-term cumulative structural priming, authors = Jacqueline M Coyle and Michael P Kaschak, year = 2008, journal = Psychonomic Bulletin \\& Review, month = 10, number = 5, pages = 967--970, volume = 15, doi = 10.3758/PBR.15.5.967, }
@article{Roesner2008, title = Counting Dependence Predictors, authors = Franzi Roesner and Doug Burger and Stephen W Keckler, year = 2008, journal = International Symposium on Computer Architecture, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@article{Dell2008, title = Saying the right word at the right time: Syntagmatic and paradigmatic interference in sentence production, authors = Gary S Dell and Gary Oppenheim and Audrey Kittredge, year = 2008, journal = Language and Cognitive Processes, month = 06, number = 4, pages = 583--608, volume = 23, }
@inproceedings{Petrov2008, title = Discriminative log-linear grammars with latent variables, authors = Slav Petrov and Dan Klein, year = 2008, booktitle = Advances in Neural Information Processing Systems, month = 01, pages = 1153--1160--1160, volume = 20, }
@inproceedings{Petrov2008, title = Sparse multi-scale grammars for discriminative latent variable parsing, authors = Slav Petrov and Dan Klein, year = 2008, booktitle = Empirical Methods in Natural Language Processing, month = 01, pages = 867--876, URL = https://www.aclweb.org/anthology/D08-1091/, }
@inproceedings{Heitz2008, title = Learning Spatial Context: Using Stuff to Find Things, authors = Geremy Heitz and Daphne Koller, year = 2008, booktitle = European Conference on Computer Vision, month = 07, pages = 14, }
@article{G{\'o}mez2008, title = Twelve-Month-Old Infants Benefit From Prior Experience in Statistical Learning, authors = Rebecca L G{\'o}mez and Jill Lany, year = 2008, journal = Psychological Science, month = 12, number = 12, pages = 1247--1252, volume = 19, doi = 10.1111/j.1467-9280.2008.02233.x, }
@inproceedings{Feng2008, title = Automatic image annotation using auxiliary text information, authors = Yansong Feng and Mirella Lapata, year = 2008, booktitle = Association for Computational Linguistics, month = 01, }
@article{Orb{\'a}n2008, title = Bayesian learning of visual chunks by human observers, authors = Gerg{\H o} Orb{\'a}n and J{\'o}zsef Fiser and Richard N Aslin and M{\'a}t{\'e} Lengyel, year = 2008, journal = Proceedings of the National Academy of Sciences, month = 02, number = 7, pages = 2745--2750, volume = 105, URL = http://www.pnas.org/content/105/7/2745.full, }
@inproceedings{Rao2008, title = Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories, authors = S Rao and Roberto Tron and Ren{\'e} Vidal and Yi Ma, year = 2008, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@book{MacKay2008, title = Sustainable Energy ---without the hot air, authors = David JC MacKay, year = 2008, month = 01, URL = http://www.withouthotair.com/download.html, }
@article{Walker2008, title = Building relational world models for reinforcement learning, authors = T Walker and L Torrey and J Shavlik and R Maclin, year = 2008, journal = Inductive Logic Programming, month = 01, pages = 280--291, }
@article{Rule2008, title = Accuracy and awareness in the perception and categorization of male sexual orientation., authors = NO Rule and N Ambady and RB Adams Jr and CN Macrae, year = 2008, journal = Journal of personality and social psychology, month = 01, number = 5, pages = 1019--1028, volume = 95, }
@article{Yu2008, title = Inferring Spatial Layout from A Single Image via Depth-Ordered Grouping, authors = Stella X Yu and Hao Zhang and Jitendra Malik, year = 2008, journal = Workshop on Perceptual Organization in Computer Vision, month = 04, pages = 7, }
@inproceedings{Finkel2008, title = Efficient, feature-based, conditional random field parsing, authors = JR Finkel and A Kleeman and Christopher D Manning, year = 2008, booktitle = Association for Computational Linguistics, month = 01, pages = 959--967--967, }
@book{Marden2008, title = Mathematical Statistics, authors = John Marden, year = 2008, month = 01, pages = 1--321, }
@article{Boyd2008, title = Notes on Decomposition Methods, authors = Stephen Boyd and Lin Xiao and Almir Mutapcic and Jacob Mattingley, year = 2008, month = 04, pages = 1--36, URL = http://see.stanford.edu/materials/lsocoee364b/08-decomposition_notes.pdf, }
@article{Miller2008, title = Multipole Analysis of Kicks in Collision of Binary Black Holes, authors = Sarah H Miller and R A Matzner, year = 2008, journal = arXiv, month = 07, volume = gr-qc, URL = http://arxiv.org/abs/0807.3028v3, }
@inproceedings{Mimno2008, title = Topic models conditioned on arbitrary features with dirichlet-multinomial regression, authors = David Mimno and Andrew McCallum, year = 2008, booktitle = Uncertainty in Artificial Intelligence, month = 01, }
@inproceedings{Wallach2008, title = Bayesian modeling of dependency trees using hierarchical pitman-yor priors, authors = Hanna M Wallach and Charles Sutton and Andrew McCallum, year = 2008, booktitle = Proceedings of the Workshop on Prior Knowledge for Text and language (held in conjunction with ICML/UAI/COLT), month = 01, pages = 15--20--20, }
@article{Li2008, title = Pachinko allocation: Scalable mixture models of topic correlations, authors = W Li and Andrew McCallum, year = 2008, journal = The Journal of Machine Learning Research, month = 01, }
@article{III2003, title = Incremental Nonmonotonic Parsing through Semantic Self-Organization, authors = Marshall R. Mayberry III and Risto Miikkulainen, year = 2003, journal = Cognitive Science Society, month = 05, pages = 6, }
@article{Mayberry1999, title = Using a Sequential SOM to Parse Long-term Dependencies, authors = Marshall Mayberry and Risto Miikkulainen, year = 1999, journal = Cognitive Science Society, month = 05, pages = 6, }
@inproceedings{Gupta2008, title = Co-training with Images and Text Captions, authors = Sonal Gupta and Raymond Mooney, year = 2008, booktitle = International conference on Machine learning, month = 02, pages = 8, }
@inproceedings{Chen2008, title = Learning to Sportscast: A Test of Grounded Language Acquisition, authors = David Chen and Raymond Mooney, year = 2008, booktitle = International conference on Machine learning, month = 02, pages = 8, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Huynh2008, title = Discriminative Structure and Parameter Learning for Markov Logic Networks, authors = Tuyen N Huynh and Raymond Mooney, year = 2008, booktitle = International conference on Machine learning, month = 02, pages = 8, }
@inproceedings{Gupta2008, title = Watch, Listen \\& Learn: Co-training on Captioned Images and Videos, authors = Sonal Gupta and J Kim and Kristen Grauman and Raymond Mooney, year = 2008, booktitle = European Conference on Machine Learning, month = 01, URL = http://www.springerlink.com/index/6712xt1x6886727w.pdf, }
@article{Munkres2008, title = Elements of Algebraic Topology, authors = James R Munkres, year = 2008, month = 07, pages = 1--233, }
@inproceedings{Ng2008, title = Unsupervised models for coreference resolution, authors = V Ng, year = 2008, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://aclweb.org/anthology-new/D/D08/D08-1067.pdf, }
@book{Demeyer2008, title = Object-Oriented Reengineering Patterns, authors = Serge Demeyer and St{\'e}phane Ducasse and Oscar Nierstrasz, year = 2008, URL = http://scg.unibe.ch/download/oorp/OORP.pdf, }
@inproceedings{Zollmann2008, title = A systematic comparison of phrase-based, hierarchical and syntax-augmented {\ldots}, authors = Andreas Zollmann and A Venugopal and Franz Josef Och, year = 2008, booktitle = COLING, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@article{Pritch2008, title = Nonchronological video synopsis and indexing, authors = Y Pritch and A Rav-Acha and S Peleg, year = 2008, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@inproceedings{Dredze2008, title = Confidence-Weighted Linear Classification, authors = Mark Dredze and Koby Crammer and Fernando Pereira, year = 2008, booktitle = International conference on Machine learning, month = 01, URL = http://www.cs.jhu.edu/~mdredze/publications/icml_variance.pdf, }
@inproceedings{Talukdar2008, title = Weakly-Supervised Acquisition of Labeled Class Instances using Graph Random Walks, authors = Partha Pratim Talukdar and Joseph Reisinger and Marius Pasca and Deepak Ravichandran and Rahul Bhagat and Fernando Pereira, year = 2008, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://www.cs.utexas.edu/~joeraii/papers/adsorption_emnlp08.pdf, }
@article{Wicker2008, title = A maximum likelihood approximation method for Dirichlet's parameter estimation, authors = N Wicker and J Muller and RKR Kalathur and O Poch, year = 2008, journal = Computational statistics \\& data analysis, month = 01, number = 3, pages = 1315--1322, volume = 52, }
@article{Pu2008, title = An analysis of failed queries for web image retrieval, authors = HT Pu, year = 2008, journal = Journal of Information Science, month = 01, number = 3, pages = 275, volume = 34, }
@inproceedings{H{\"a}nig2008, title = UnsuParse: Unsupervised Parsing with unsupervised Part of Speech tagging, authors = Christian H{\"a}nig and Stegan Bordag and Uwe Quasthoff, year = 2008, booktitle = The International Conference on Language Resources and Evaluation, month = 01, URL = http://asv.informatik.uni-leipzig.de/publication/file/132/lrec_unsuparse.pdf, }
@article{Aisa2008, title = The Emergent neural modeling system, authors = B Aisa and B Mingus and RO'Reilly, year = 2008, journal = Neural Networks, month = 01, URL = http://linkinghub.elsevier.com/retrieve/pii/S0893608008001287, }
@inproceedings{Felzenszwalb2008, title = A Discriminatively Trained, Multiscale, Deformable Part Model, authors = Pedro F Felzenszwalb and David McAllester and Deva Ramanan, year = 2008, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://people.cs.uchicago.edu/~pff/papers/latent.pdf, }
@inproceedings{Chang2008, title = Learning and Inference with Constraints, authors = Ming-Wei Chang and Lev Ratinov and Nicholas Rizzolo and Dan Roth, year = 2008, booktitle = Association for the Advancement of Artificial Intelligence, month = 01, URL = http://l2r.cs.uiuc.edu/~danr/Papers/CRRR08.pdf, }
@inproceedings{Goldwasser2008, title = Transliteration as Constrained Optimization, authors = Dan Goldwasser and Dan Roth, year = 2008, booktitle = Empirical Methods in Natural Language Processing, month = 09, pages = 10, }
@inproceedings{Connor2008, title = Baby SRL: Modeling Early Language Acquisition., authors = Michael Connor and Yael Gertner and Cynthia Fisher and Dan Roth, year = 2008, booktitle = Conference on Computational Natural Language Learning, month = 08, pages = 81--88, URL = http://aclweb.org/anthology-new/W/W08/W08-2111.pdf, }
@inproceedings{Goldwasser2008, title = Active Sample Selection for Named Entity Transliteration, authors = Dan Goldwasser and Dan Roth, year = 2008, booktitle = Association for Computational Linguistics, month = 04, pages = 4, URL = https://www.aclweb.org/anthology/P08-2014/, }
@inproceedings{Bottou2008, title = The Tradeoffs of Large Scale Learning, authors = L{\'e}on Bottou and Olivier Bousquet and J C Platt and D Koller and Y Singer and S Roweis, year = 2008, booktitle = Advances in Neural Information Processing Systems, month = 01, pages = 161--168, volume = 20, URL = http://leon.bottou.org/papers/bottou-bousquet-2008, }
@article{Orkin2008, title = The Restaurant Game: Learning Social Behavior and Language from Thousands of Players Online, authors = Jeff Orkin and Deb Roy, year = 2008, journal = Journal of Game Development, month = 02, pages = 39, }
@inproceedings{Laptev2008, title = Learning realistic human actions from movies, authors = I Laptev and M Marsza{\AA}ek and Cordelia Schmid and B Rozenfeld, year = 2008, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://www.ee.technion.ac.il/~lihi/Teaching/2008_summer_048921/FinalProjectPapers/LaptevMarszalekSchmidRozenfeld-CVPR08-HumanActions.pdf, }
@inproceedings{Clark2008, title = A Compositional Distributional Model of Meaning, authors = S Clark and B Coecke and M Sadrzadeh, year = 2008, booktitle = Association for the Advancement of Artificial Intelligence, month = 01, URL = http://web.comlab.ox.ac.uk/oucl/work/stephen.clark/papers/qai08.pdf, }
@article{Kraljic2008, title = Accommodating variation: Dialects, idiolects, and speech processing, authors = T Kraljic and S Brennan and A Samuel, year = 2008, journal = Cognition, month = 04, number = 1, pages = 54--81, volume = 107, }
@article{Sand2008, title = Particle video: Long-range motion estimation using point trajectories, authors = P Sand, year = 2008, journal = International Journal of Computer Vision, month = 01, URL = http://www.springerlink.com/index/7767LK46056572T4.pdf, }
@inproceedings{Simon2008, title = Scene Segmentation Using the Wisdom of Crowds, authors = Ian Simon and Steven M Seitz, year = 2008, booktitle = European Conference on Computer Vision, month = 08, pages = 1--13, }
@book{Sivia2008, title = Data Analysis, authors = DS Sivia and J Skilling, year = 2008, month = 08, pages = 1--259, }
@article{Kirby2008, title = Cumulative cultural evolution in the laboratory: An experimental approach to the origins of structure in human language, authors = Simon Kirby and Hannah Cornish and Kenny Smith, year = 2008, journal = Proceedings of the National Academy of Sciences, month = 07, number = 31, pages = 6, volume = 105, }
@article{Thothathiri2008, title = Syntactic priming during language comprehension in three- and four-year-old children, authors = Malathi Thothathiri and Jesse Snedeker, year = 2008, journal = Journal of Memory and Language, month = 02, number = 2, pages = 188--213, volume = 58, URL = http://linkinghub.elsevier.com/retrieve/pii/S0749596X07000812, }
@article{Thothathiri2008, title = Give and take: Syntactic priming during spoken language comprehension, authors = Malathi Thothathiri and Jesse Snedeker, year = 2008, journal = Cognition, month = 07, number = 1, pages = 51--68, volume = 108, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027708000115, }
@article{Steedman2008, title = On becoming a discipline, authors = Mark Steedman, year = 2008, journal = Computational Linguistics, month = 01, number = 1, pages = 137--144, volume = 34, }
@article{Fazly2008, title = A distributional account of the semantics of multiword expressions, authors = A Fazly and S Stevenson, year = 2008, journal = Italian Journal of Linguistics, month = 01, pages = 157--179, }
@article{Wonnacott2008, title = Acquiring and processing verb argument structure: Distributional learning in a miniature language, authors = Elizabeth Wonnacott and Elissa L Newport and Michael K Tanenhaus, year = 2008, journal = Cognitive Psychology, month = 05, number = 3, pages = 165--209, volume = 56, URL = http://linkinghub.elsevier.com/retrieve/pii/S001002850700031X, }
@inproceedings{Cour2008, title = Movie/Script: Alignment and Parsing of Video and Text Transcription, authors = Timothee Cour and Chris Jordan and Eleni Miltsakaki and Ben Taskar, year = 2008, booktitle = European Conference on Computer Vision, month = 07, pages = 14, }
@book{Bollacker2008, title = Freebase: a collaboratively created graph database for structuring human knowledge, authors = Kurt Bollacker and Colin Evans and Praveen Paritosh and Tim Sturge and Jamie Taylor, year = 2008, booktitle = Freebase: a collaboratively created graph database for structuring human knowledge, month = 06, pages = 1247--1250, URL = http://portal.acm.org/citation.cfm?doid, }
@article{Kemp2008, title = The discovery of structural form, authors = C Kemp and Joshua B Tenenbaum, year = 2008, journal = Proceedings of the National Academy of Sciences, month = 01, number = 31, pages = 10687, volume = 105, }
@inproceedings{Goodman2008, title = Church: a language for generative models, authors = Noah Goodman and VK Mansinghka and Deb Roy and K Bonawitz and Joshua B Tenenbaum, year = 2008, booktitle = Uncertainty in Artificial Intelligence, month = 01, }
@article{Tiedemann2008, title = Synchronizing Translated Movie Subtitles, authors = J Tiedemann, year = 2008, journal = the Proceedings of the Sixth International {\ldots}, month = 01, URL = http://www.let.rug.nl/tiedeman/blog/paper/lrec2008-subsync.pdf, }
@article{Papafragou2008, title = Does language guide event perception? Evidence from eye movements, authors = Anna Papafragou and J Hulbert and John C Trueswell, year = 2008, journal = Cognition, month = 07, number = 1, pages = 155--184, volume = 108, }
@article{Wainwright2008, title = Graphical models, message-passing algorithms, and variational methods: Part II, authors = Martin J Wainwright, year = 2008, journal = eecs.berkeley.edu, URL = http://www.eecs.berkeley.edu/~wainwrig/Talks/Wainwright_PartII.pdf, }
@misc{Wainwright2008, title = Graphical models and variational methods: Message-passing, convex relaxations, and all that, authors = Martin J Wainwright, year = 2008, URL = http://www.cs.berkeley.edu/~wainwrig/icml08/Wainwright_ICML08.pdf, }
@article{Wainwright2008, title = Graphical models, message-passing algorithms, and variational methods: Part I, authors = Martin J Wainwright, year = 2008, journal = eecs.berkeley.edu, URL = http://www.eecs.berkeley.edu/~wainwrig/Talks/Wainwright_PartI.pdf, }
@phdthesis{Wallach2008, title = Structured Topic Models for Language, authors = Hanna M Wallach, year = 2008, school = University of Cambridge, month = 01, URL = http://www.cs.umass.edu/~wallach/theses/wallach_phd_thesis.pdf, }
@inproceedings{Schutze2008, title = A graph-theoretic model of lexical syntactic acquisition, authors = Hinrich Schutze and M Walsh, year = 2008, booktitle = Empirical Methods in Natural Language Processing, month = 01, pages = 917--926, }
@article{Datta2008, title = Image retrieval: Ideas, influences, and trends of the new age, authors = R Datta and D Joshi and J Li and JZ Wang, year = 2008, month = 01, }
@inproceedings{Teh2008, title = Collapsed Variational Inference for HDP, authors = Yee-Whye Teh and Kenichi Kurihara and Max Welling, year = 2008, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Collobert2008, title = A unified architecture for natural language processing: deep neural networks with multitask learning, authors = Ronan Collobert and Jason Weston, year = 2008, journal = the 25th international conference, month = 07, pages = 160--167, URL = http://portal.acm.org/citation.cfm?doid, }
@inproceedings{Fox2008, title = An HDP-HMM for Systems with State Persistence, authors = Emily B Fox and Erik B Sudderth and Michael I Jordan and Alan S Willsky, year = 2008, booktitle = International conference on Machine learning, month = 01, URL = http://www.stat.washington.edu/~ebfox/publications/ICML_camera_ready_305.pdf, }
@article{Miller2008, title = Exploring the Impact of Galaxy Interactions over Seven Billion Years with CAS, authors = Sarah H Miller and S Jogee and C Conselice and K Penner and E Bell and X Zheng and C Papovich and R Skelton and R Somerville and H Rix and F Barazza and M Barden and A Borch and S Beckwith and J Caldwell and B Haeussler and C Heymans and K Jahnke and D McIntosh and K Meisenheimer and C Peng and A Robaina and S Sanchez and L Wisotzki and C Wolf, year = 2008, journal = arXiv, month = 02, volume = astro-ph, URL = http://arxiv.org/abs/0802.3917v1, }
@inproceedings{Hockenmaier2008, title = Non-local scrambling: the equivalence of TAG and CCG revisited, authors = Julia Hockenmaier and Peter Young, year = 2008, booktitle = Workshop on Tree Adjoining Grammars and Related Formalisms, month = 04, pages = 8, }
@inproceedings{Lu2008, title = A Generative Model for Parsing Natural Language to Meaning Representations, authors = Wei Lu and Hwee Tou Ng and Wee Sun Lee and Luke S Zettlemoyer, year = 2008, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://wing.comp.nus.edu.sg/~luwei/publications/emnlp08lnlz.pdf, }
@article{Hsu2008, title = A Spectral Algorithm for Learning Hidden Markov Models, authors = Daniel Hsu and Sham M Kakade and Tong Zhang, year = 2008, journal = arXiv, month = 11, URL = http://arxiv.org/abs/0811.4413, }
@inproceedings{Nilsback2008, title = Automated flower classification over a large number of classes, authors = Maria-Elena Nilsback and Andrew Zisserman, year = 2008, booktitle = Proceedings of the Indian Conference on Computer Vision, Graphics and Image Processing, month = 09, pages = 1--8, }
@article{Rashwan2009, title = Hybrid System for Automatic Arabic Diacritization, authors = Mohsen A A Rashwan and Mohammad Al-Badrashiny and Mohammed Attia and Sherif M Abdou, year = 2009, month = 04, pages = 1--7, }
@inproceedings{Li2009, title = Extracting Structured Information from User Queries with Semi-Supervised Conditional Random Fields - Microsoft Research, authors = Xiao Li and Ye-Yi Wang and Alex Acero, year = 2009, booktitle = SIGIR, month = 01, URL = http://research.microsoft.com/apps/pubs/default.aspx?id, }
@inproceedings{Tsuruoka2009, title = Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty, authors = Yoshimasa Tsuruoka and Jun'ichi Tsujii and Sophia Ananiadou, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, URL = http://aclweb.org/anthology-new/P/P09/P09-1054.pdf, }
@book{Atkinson2009, title = Language Acquisition and Learnability, authors = Martin Atkinson, year = 2009, month = 01, URL = http://ebooks.cambridge.org/ref/id/CBO9780511554360, }
@article{Axler2009, title = Down with Determinants!, authors = Sheldon Axler, year = 2009, month = 01, pages = 1--17, }
@inproceedings{Snyder2009, title = Unsupervised Multilingual Grammar Induction, authors = Benjamin Snyder and Tahira Naseem and Regina Barzilay, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, pages = 73--81, URL = http://people.csail.mit.edu/regina/my_papers/ind.pdf, }
@inproceedings{Babenko2009, title = Similarity Metrics for Categorization: from Monolithic to Category Specific, authors = Boris Babenko and Steve Branson and Serge Belongie, year = 2009, booktitle = International Conference on Computer Vision, month = 01, URL = http://vision.ucsd.edu/sites/default/files/musl_iccv09.pdf, }
@inproceedings{Galleguillos2009, title = Object Categorization using Co-Occurrence, Location and Appearance, authors = C Galleguillos and A Rabinovich and Serge Belongie, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, pages = 8, }
@article{Benton2009, title = Pattern Transfer: bridging the gap between theory and practice, authors = Nick Benton, year = 2009, month = 12, pages = 1--18, }
@article{Bisk2009, title = The Necessity of Separating Control and Logic When Grounding Language using Neuroevolution, authors = Yonatan Bisk, year = 2009, journal = University of Texas at Austin, month = 01, pages = 36, URL = http://www.cs.utexas.edu/ftp/pub/techreports/hr09-05.pdf, }
@inproceedings{Chang2009, title = Reading Tea Leaves: How Humans Interpret Topic Models, authors = Jonathan Chang and Jordan Boyd-Graber and Sean Gerrish and Chong Wang and David M Blei, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf, }
@inproceedings{Boyd-Graber2009, title = Multilingual Topic Models for Unaligned Text, authors = Jordan Boyd-Graber and David M Blei, year = 2009, booktitle = Uncertainty in Artificial Intelligence, month = 01, }
@inproceedings{Cohn2009, title = A Bayesian Model of Syntax-Directed Tree to String Grammar Induction, authors = Trevor Cohn and Phil Blunsom, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://aclweb.org/anthology-new/D/D09/D09-1037.pdf, }
@article{Boroditsky2009, title = Does Language Shape Thought?: Mandarin and English Speakers' Conceptions of Time, authors = Lera Boroditsky, year = 2009, journal = Cognitive Psychology, month = 02, pages = 22, volume = 43, }
@article{Argall2009, title = A survey of robot learning from demonstration, authors = Brenna D Argall and Sonia Chernova and Manuela Veloso and Brett Browning, year = 2009, journal = Robotics and Autonomous Systems, month = 05, number = 5, pages = 469--483, volume = 57, URL = http://linkinghub.elsevier.com/retrieve/pii/S0921889008001772, }
@inproceedings{Iglesias2009, title = Hierarchical Phrase-Based Translation with Weighted Finite State Transducers, authors = Gonzalo Iglesias and Adri{\`a} de Gispert and Eduardo R Banga and William Byrne, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1049.pdf, }
@inproceedings{Brunning2009, title = Context-Dependent Alignment Models for Statistical Machine Translation, authors = Jamie Brunning and Adri{\`a} de Gispert and William Byrne, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1013.pdf, }
@article{Epley2009, title = Believers'estimates of God's beliefs are more egocentric than estimates of other people's beliefs, authors = Nicholas Epley and Benjamin A Converse and Alexa Delbosc and George A Monteleone and John T Cacioppo, year = 2009, journal = Proceedings of the National Academy of Sciences, month = 01, URL = http://www.pnas.org/content/early/2009/12/01/0908374106.abstract, }
@inproceedings{Zaidan2009, title = Feasibility of Human-in-the-loop Minimum Error Rate Training, authors = Omar F Zaidan and Chris Callison-Burch, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://aclweb.org/anthology-new/D/D09/D09-1006.pdf, }
@article{Carlsson2009, title = Topology and Data, authors = Gunnar Carlsson, year = 2009, journal = American Mathematical Society, month = 02, pages = 255--308, volume = 46, }
@inproceedings{Cartoni2009, title = Lexical Morphology in Machine Translation: a Feasibility Study, authors = Bruno Cartoni, year = 2009, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://aclweb.org/anthology-new/E/E09/E09-1016.pdf, }
@inproceedings{Chen2009, title = Learning Bilingual Linguistic Reordering Model for Statistical Machine Translation, authors = Han-Bin Chen and Jian-Cheng Wu and Jason S Chang, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1029.pdf, }
@inproceedings{Bai2009, title = Acquiring Translation Equivalences of Multiword Expressions by Normalized Correlation Frequencies, authors = Ming-Hong Bai and Jia-Ming You and Keh-Jiann Chen and Jason S Chang, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://aclweb.org/anthology-new/D/D09/D09-1050.pdf, }
@article{Kerr2009, title = Learning and Playing in Wubble World, authors = Wesley Kerr and Paul R Cohen and Yu-Han Chang, year = 2009, journal = Artificial Intelligence and Interactive Digital Entertainment, month = 02, pages = 6, }
@article{Church2009, title = Unix for Poets, authors = Kenneth Ward Church, year = 2009, month = 12, pages = 1--53, }
@inproceedings{Suzuki2009, title = An empirical study of semi-supervised structured conditional models for dependency parsing, authors = J Suzuki and H Isozaki and Xavier Carreras and Michael Collins, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://portal.acm.org.proxy2.library.illinois.edu/citation.cfm?id, }
@inproceedings{Carreras2009, title = Non-projective parsing for statistical machine translation, authors = Xavier Carreras and Michael Collins, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, pages = 200--209, URL = http://aclweb.org/anthology-new/D/D09/D09-1021.pdf, }
@inproceedings{Zettlemoyer2009, title = Learning Context-Dependent Mappings from Sentences to Logical Form, authors = Luke S Zettlemoyer and Michael Collins, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, URL = http://aclweb.org/anthology-new/P/P09/P09-1110.pdf, }
@inproceedings{Clark2009, title = Comparing the Accuracy of CCG and Penn Treebank Parsers, authors = Stephen Clark and James Curran, year = 2009, booktitle = Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, month = 01, URL = http://www.cl.cam.ac.uk/~sc609/pubs/acl09short.pdf, }
@inproceedings{Honnibal2009, title = Evaluating a Statistical CCG Parser on Wikipedia, authors = Matthew Honnibal and Joel Nothman and James Curran, year = 2009, booktitle = Proceedings of the 2009 Workshop on The People's Web Meets NLP: Collaboratively Constructed Semantic Resources, month = 08, pages = 38--41, URL = http://www.aclweb.org/anthology/W/W09/W09-3306.pdf, }
@inproceedings{Daum{\'e}III2009, title = Markov random topic fields, authors = Hal Daum{\'e}III, year = 2009, booktitle = Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, month = 01, pages = 293--296, }
@inproceedings{Teichert2009, title = Unsupervised Part of Speech Tagging Without a Lexicon, authors = AR Teichert and Hal Daum{\'e}III, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, }
@inproceedings{Daum{\'e}III2009, title = Non-Parametric Bayesian Areal Linguistics, authors = Hal Daum{\'e}III, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1067.pdf, }
@inproceedings{Lin2009, title = Recognizing Actions by Shape-Motion Prototype Trees, authors = Zhe Lin and Zhuolin Jiang and Larry S Davis, year = 2009, booktitle = International Conference on Computer Vision, month = 01, URL = http://terpconnect.umd.edu/~zhelin/papers/iccv09_actrec_smpt.pdf, }
@article{Dell2009, title = Speaking and Misspeaking, authors = Gary S Dell, year = 2009, month = 02, pages = 26, }
@inproceedings{Apostolova2009, title = Towards Automatic Image Region Annotation - Image Region Textual Coreference Resolution, authors = Emilia Apostolova and Dina Demner-Fushman, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-2011.pdf, }
@inproceedings{Poon2009, title = Deep Learning for Semantic Parsing, authors = Hoifung Poon and Pedro Domingos, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, }
@inproceedings{Poon2009, title = Unsupervised Semantic Parsing, authors = Hoifung Poon and Pedro Domingos, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://aclweb.org/anthology-new/D/D09/D09-1001.pdf, }
@inproceedings{Danescu-Niculescu-Mizil2009, title = Without a 'doubt'? Unsupervised discovery of downward-entrailing operators, authors = Cristian Danescu-Niculescu-Mizil and Lillian Lee and Richard Ducott, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 9, }
@inproceedings{Dyer2009, title = Using a maximum entropy model to build segmentation lattices for MT, authors = Chris Dyer, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1046.pdf, }
@inproceedings{Chen2009, title = Intersecting multilingual data for faster and better statistical translations, authors = Yu Chen and Martin Kay and Andreas Eisele, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1015.pdf, }
@inproceedings{Dreyer2009, title = Graphical Models over Multiple Strings, authors = Markus Dreyer and Jason Eisner, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://www.aclweb.org/anthology-new/D/D09/D09-1011.pdf, }
@inproceedings{Li2009, title = First- and Second-Order Expectation Semirings with Applications to Minimum-Risk Training on Translation Forests, authors = Zhifei Li and Jason Eisner, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://aclweb.org/anthology-new/D/D09/D09-1005.pdf, }
@inproceedings{Tromble2009, title = Learning Linear Ordering Problems for Better Translation, authors = Roy Tromble and Jason Eisner, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://aclweb.org/anthology-new/D/D09/D09-1105.pdf, }
@inproceedings{Charniak2009, title = EM Works for Pronoun Anaphora Resolution, authors = Eugene Charniak and Micha Elsner, year = 2009, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://bllip.cs.brown.edu/papers/ec-eacl09.pdf, }
@inproceedings{Farhadi2009, title = A Latent Model of Discriminative Aspect, authors = Ali Farhadi and M Tabrizi and Ian Endres, year = 2009, booktitle = International Conference on Computer Vision, month = 01, URL = http://www.cs.uiuc.edu/homes/iendres2/publications/iccv2009_aspect.pdf, }
@book{Erickson2009, title = Algorithms, authors = Jeff Erickson, year = 2009, booktitle = Algorithms, month = 08, pages = 1--765, }
@inproceedings{Erk2009, title = Supporting inferences in semantic space: representing words as regions, authors = Katrin Erk, year = 2009, booktitle = Proceedings of the 8th International Conference on Computational Semantics, month = 01, pages = 104--115, URL = http://www.aclweb.org/anthology/W/W09/W09-3711.pdf, }
@inproceedings{Li2009, title = Towards Total Scene Understanding: Classification, Annotation and Segmentation in an Automatic Framework, authors = Li-Jia Li and Richard Socher and Li Fei-Fei, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://vision.stanford.edu/documents/LiSocherFei-Fei_CVPR2009.pdf, }
@article{Warker2009, title = Speech errors reflect the phonotactic constraints in recently spoken syllables, but not in recently heard syllables, authors = Jill A Warker and Ye Xu and Gary S Dell and Cynthia Fisher, year = 2009, journal = Cognition, month = 01, number = 1, pages = 81--96, volume = 112, URL = http://www.sciencedirect.com/science?_ob, }
@inproceedings{Torresani2009, title = Learning Query-dependent Prefilters for Scalable Image Retrieval, authors = L Torresani and M Szummer and A Fitzgibbon, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, }
@inproceedings{Khalilov2009, title = N-gram-based Statistical Machine Translation versus Syntax Augmented Machine Translation: comparison and system combination, authors = Maxim Khalilov and Jos{\'e}AR Fonollosa, year = 2009, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://aclweb.org/anthology-new/E/E09/E09-1049.pdf, }
@inproceedings{Wang2009, title = Building text features for object image classification, authors = G Wang and D Hoiem and D Forsyth, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, pages = 1367--1374, }
@inproceedings{Farhadi2009, title = Describing objects by their attributes, authors = Ali Farhadi and Ian Endres and Derek Hoiem and D Forsyth, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, }
@inproceedings{Berg2009, title = Names and Faces in the News, authors = Tamara L Berg and Alexander C Berg and Jaety Edwards and Michael Maire and Ryan White and Yee-Whye Teh and Erik Learned-Miller and David Forsyth, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 03, pages = 1--7, }
@inproceedings{Desai2009, title = Discriminative models for multi-class object layout, authors = Chaitanya Desai and Deva Ramanan and Charless Fowlkes, year = 2009, booktitle = International Conference on Computer Vision, month = 01, URL = http://www.ics.uci.edu/~dramanan/papers/nms.pdf, }
@inproceedings{Russell2009, title = Segmenting Scenes by Matching Image Composites, authors = Bryan C Russell and Alexei A Efros and Josef Sivic and William T Freeman, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://books.nips.cc/papers/files/nips22/NIPS2009_1002.pdf, }
@inproceedings{Gal2009, title = An HMM Approach to Vowel Restoration in Arabic and Hebrew, authors = Ya'akov Gal, year = 2009, booktitle = Proceedings of the ACL-02 workshop on Computational approaches to semitic languages, month = 04, pages = 1--7, }
@article{Bordes2009, title = SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent, authors = A Bordes and L{\'e}on Bottou and P Gallinari, year = 2009, journal = The Journal of Machine Learning Research, month = 01, URL = http://www.jmlr.org/papers/volume10/bordes09a/bordes09a.pdf, }
@article{Allahverdyan2009, title = On Maximum a Posteriori Estimation of Hidden Markov Processes, authors = Armen Allahverdyan and Aram Galstyan, year = 2009, journal = arXiv, month = 01, URL = http://arxiv.org/abs/0906.1980, }
@article{Gasser2009, title = The Structure Grounding Problem, authors = Michael Gasser, year = 2009, journal = Fifteenth Annual Conference of the Cognitive Science Society, month = 03, pages = 1--7, }
@inproceedings{Gasser2009, title = Semitic Morphological Analysis and Generation Using Finite State Transducers with Feature Structures, authors = Michael Gasser, year = 2009, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://aclweb.org/anthology-new/E/E09/E09-1036.pdf, }
@inproceedings{Erk2009, title = Investigations on word senses and word usages, authors = Katrin Erk and D McCarthy and Nicholas Gaylord, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, }
@article{Paradis2009, title = On Continuity and the Emergence of Functional Categories in Bilingual First-Language Acquisition, authors = Johanne Paradis and Fred Genesee, year = 2009, journal = Language Acquisition, month = 09, number = 2, pages = 91--124, volume = 6, }
@inproceedings{Gael2009, title = The infinite HMM for unsupervised PoS tagging, authors = Jurgen Van Gael and Andreas Vlachos and Zoubin Ghahramani, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://www.aclweb.org/anthology-new/D/D09/D09-1071.pdf, }
@inproceedings{Post2009, title = Bayesian Learning of a Tree Substitution Grammar, authors = Matt Post and Daniel Gildea, year = 2009, booktitle = Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, month = 08, URL = http://www.aclweb.org/anthology/P/P09/P09-2012.pdf, }
@inproceedings{Paul2009, title = Cross-Cultural Analysis of Blogs and Forums with Mixed-Collection Topic Models, authors = Michael Paul and Roxana Girju, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://www.aclweb.org/anthology/D/D09/D09-1146.pdf, }
@inproceedings{Johnson2009, title = Improving nonparameteric Bayesian inference: experiments on unsupervised word segmentation with adaptor grammars, authors = Mark Johnson and Sharon Goldwater, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 317--325, }
@article{O'Donnell2009, title = Fragment Grammars: Exploring Computation and Reuse in Language, authors = Timothy J O'Donnell and Joshua B Tenenbaum and Noah Goodman, year = 2009, journal = MIT Computer Science and Artificial Intelligence Laboratory Technical Report Series, month = 03, URL = http://dspace.mit.edu/handle/1721.1/44963, }
@inproceedings{Amini2009, title = Learning from Multiple Partially Observed Views --an Application to Multilingual Text Categorization, authors = M Amini and N Usunier and C Goutte, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://books.nips.cc/papers/files/nips22/NIPS2009_0688.pdf, }
@inproceedings{Ganchev2009, title = Posterior vs. Parameter Sparsity in Latent Variable Models, authors = Kuzman Ganchev and Ben Taskar and Fernando Pereira and Jo{\~a}o V Graca, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://books.nips.cc/papers/files/nips22/NIPS2009_1109.pdf, }
@inproceedings{Hsu2009, title = Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning, authors = A Hsu and Thomas L Griffiths, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://books.nips.cc/papers/files/nips22/NIPS2009_0639.pdf, }
@inproceedings{Teh2009, title = Indian Buffet Processes with Power-law Behavior, authors = Yee-Whye Teh and D G{\"o}r{\"u}r, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, }
@article{Sahin2009, title = Sequential Processing of Lexical, Grammatical, and Phonological Information Within Broca's Area, authors = Ned Sahin and Steven Pinker and Sydney Cash and Donald Schomer and Eric Halgren, year = 2009, journal = Science, month = 10, number = 5951, pages = 445, volume = 326, URL = http://www.sciencemag.org/cgi/content/full/326/5951/445, }
@article{Resnik2009, title = Gibbs Sampling for the Uninitiated, authors = Philip Resnik and Eric Hardisty, year = 2009, month = 01, URL = http://www.umiacs.umd.edu/~resnik/pubs/gibbs.pdf, }
@inproceedings{Lampert2009, title = Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer, authors = Christoph Lampert and Hannes Nickisch and Stefan Harmeling, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 04, pages = 1--8, }
@inproceedings{Huang2009, title = Self-training PCFG grammars with latent annotations across languages, authors = Zhongqiang Huang and Mary Harper, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, pages = 832--841, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Mohamed2009, title = Deep Belief Networks for phone recognition, authors = A Mohamed and G Dahl and Geoffrey Hinton, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, }
@inproceedings{Wright2009, title = Implicit Elastic Matching with Random Projections for Pose-Variant Face Recognition, authors = John Wright and Gang Hua, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://www.ece.northwestern.edu/~ganghua/publication/CVPR09a.pdf, }
@article{Jelinek2009, title = The Dawn of Statistical ASR and MT, authors = F Jelinek, year = 2009, journal = Computational Linguistics, month = 01, number = Early Access, pages = 1--11, }
@inproceedings{Yu2009, title = Learning Structural SVMs with Latent Variables, authors = Chun-Nam John Yu and Thorsten Joachims, year = 2009, booktitle = International conference on Machine learning, month = 01, pages = 1--8, }
@inproceedings{Blunsom2009, title = A Note on the Implementation of Hierarchical Dirichlet Processes, authors = Phil Blunsom and Trevor Cohn and Sharon Goldwater and Mark Johnson, year = 2009, booktitle = Association for Computational Linguistics, month = 01, URL = http://homepages.inf.ed.ac.uk/pblunsom/pubs/blunsom-acl09-short.pdf, }
@article{Johnson2009, title = Inference for PCFGs and Adaptor Grammars, authors = Mark Johnson, year = 2009, journal = Advances in Neural Information Processing Systems, month = 12, pages = 1--64, URL = http://www.cog.brown.edu/~mj/papers/johnson-nips09-grammar.pdf, }
@article{Goldwater2009, title = A Bayesian framework for word segmentation: Exploring the effects of context, authors = Sharon Goldwater and Thomas L Griffiths and Mark Johnson, year = 2009, journal = Cognition, month = 01, URL = http://cocosci.berkeley.edu/tom/papers/wordseg3.pdf, }
@article{Johnson2009, title = Grammars and Topic Models, authors = Mark Johnson, year = 2009, journal = Advances in Neural Information Processing Systems, month = 01, URL = https://www.aclweb.org/anthology/W13-3011/, }
@article{Nguyen2009, title = On surrogate loss functions and f-divergences, authors = XuanLong Nguyen and Martin J Wainwright and Michael I Jordan, year = 2009, journal = The Annals of Statistics, month = 04, number = 2, pages = 876--904, volume = 37, URL = http://projecteuclid.org/euclid.aos/1236693153, }
@article{Broadbent2009, title = Universal Blind Quantum Computation, authors = Anee Broadbent and Joseph Fitzsimons and Elham Kashefi, year = 2009, journal = arXiv, month = 05, pages = 1--16, }
@inproceedings{Alexandrescu2009, title = Graph-based Learning for Statistical Machine Translation, authors = Andrei Alexandrescu and Katrin Kirchhoff, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1014.pdf, }
@inproceedings{Beigman2009, title = Learning with Annotation Noise, authors = Eyal Beigman and Beata Beigman Klebanov, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, URL = http://www.aclweb.org/anthology-new/P/P09/P09-1032.pdf, }
@inproceedings{Liang2009, title = Online EM for Unsupervised Models, authors = Percy Liang and Dan Klein, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 611--619, URL = http://www.aclweb.org/anthology/N/N09/N09-1069.pdf, }
@inbook{Liang2009, title = Probabilistic Grammars and Hierarchical Dirichlet Processes, authors = Percy Liang and Michael I Jordan and Dan Klein, year = 2009, booktitle = The Oxford Handbook of Applied Bayesian Analysis, month = 01, }
@inproceedings{Pauls2009, title = K-Best A Parsing, authors = Adam Pauls and Dan Klein, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, }
@inproceedings{Liang2009, title = Learning Semantic Correspondences with Less Supervision, authors = Percy Liang and Michael I Jordan and Dan Klein, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, pages = 91--99, URL = http://www.aclweb.org/anthology/P/P09/P09-1011.pdf, }
@inproceedings{DeNeefe2009, title = Synchronous Tree Adjoining Machine Translation, authors = Steve DeNeefe and Kevin Knight, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://aclweb.org/anthology-new/D/D09/D09-1076.pdf, }
@book{Knight2009, title = Bayesian Inference with Tears, authors = Kevin Knight, year = 2009, month = 01, URL = http://www.isi.edu/natural-language/people/bayes-with-tears.pdf, }
@inproceedings{Ravi2009, title = Minimized Models for Unsupervised Part-of-Speech Tagging, authors = S Ravi and Kevin Knight, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, pages = 504--512, }
@article{Hartsuiker2009, title = Error Monitoring in Speech Production: A Computational Test of the Perceptual Loop Theory, authors = Robert J Hartsuiker and Herman H J Kolk, year = 2009, journal = Cognitive Psychology, month = 02, pages = 45, volume = 42, }
@inproceedings{Gould2009, title = Decomposing a Scene into Geometric and Semantically Consistent Regions, authors = Stephen Gould and Richard Fulton and Daphne Koller, year = 2009, booktitle = International Conference on Computer Vision, month = 07, pages = 1--8, }
@inproceedings{Gould2009, title = Region-based Segmentation and Object Detection, authors = Stephen Gould and T Gao and Daphne Koller, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://books.nips.cc/papers/files/nips22/NIPS2009_0576.pdf, }
@inproceedings{Koller2009, title = Dependency Trees and the Strong Generative Capacity of CCG, authors = Alexander Koller and Marco Kuhlmann, year = 2009, booktitle = Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009), month = 03, pages = 460--468, URL = http://www.aclweb.org/anthology/E09-1053.pdf, }
@article{Moon2009, title = Sinkhorn solves Sudoku, authors = Todd K Moon and Jacob H Gunther and Joseph J Kupin, year = 2009, journal = Information Theory, month = 01, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@inproceedings{Taylor2009, title = I-Bug: An intensity-based bug algorithm, authors = Kamilah Taylor and Steven M. LaValle, year = 2009, booktitle = IEEE International Conference on Robotics and Automation, }
@phdthesis{Lacoste-Julien2009, title = Discriminative Machine Learning with Structure, authors = S Lacoste-Julien, year = 2009, school = University of California, Berkeley, month = 01, URL = http://www.google.com/search?client, }
@inproceedings{Hopkins2009, title = Cube Pruning as Heuristic Search, authors = Mark Hopkins and Greg Langmead, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://aclweb.org/anthology-new/D/D09/D09-1007.pdf, }
@article{Cardamone2009, title = Learning drivers for TORCS through imitation using supervised methods, authors = L Cardamone and D Loiacono and PL Lanzi, year = 2009, month = 01, pages = 148--155, }
@inbook{Clark2009, title = Unsupervised Learning and Grammar Induction, authors = Alexander Clark and Shalom Lappin, year = 2009, booktitle = Computational Linguistics and Natural Language Processing Handbook, month = 04, URL = http://www.dcs.kcl.ac.uk/staff/lappin/papers/clark-lappin_handbook_chapter.pdf, }
@article{Evans2009, title = The myth of language universals: Language diversity and its importance for cognitive science, authors = Nicholas Evans and Stephen C Levinson, year = 2009, journal = Behavioral and Brain Sciences, month = 10, number = 05, pages = 429, volume = 32, }
@inproceedings{Huang2009, title = Bilingually-constrained (monolingual) shift-reduce parsing, authors = Liang Huang and Wenbin Jiang and Qun Liu, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Lopez2009, title = Translation as Weighted Deduction, authors = Adam Lopez, year = 2009, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://aclweb.org/anthology-new/E/E09/E09-1061.pdf, }
@book{Domingos2009, title = Markov Logic: An Interface Layer for Artificial Intelligence, authors = Pedro Domingos and Daniel Lowd, year = 2009, month = 06, pages = 1--155, }
@book{Mahmoud2009, title = Polya Urn Models, authors = Hosam M Mahmoud, year = 2009, month = 01, URL = http://www.crcnetbase.com.proxy2.library.illinois.edu/isbn/9781420059830, }
@inproceedings{Lim2009, title = Context by Region Ancestry, authors = Joseph J Lim and Pablo Arbelaez and Chunhui Gu and Jitendra Malik, year = 2009, booktitle = International Conference on Computer Vision, month = 01, URL = http://www.eecs.berkeley.edu/~lim/paper/lagm_iccv09.pdf, }
@inproceedings{Bourdev2009, title = Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations, authors = Lubomir Bourdev and Jitendra Malik, year = 2009, booktitle = International Conference on Computer Vision, month = 07, pages = 1--8, URL = https://ieeexplore.ieee.org/document/5459303, }
@inproceedings{Gu2009, title = Recognition using Regions, authors = Chunhui Gu and Joseph J Lim and Pablo Arbela ez and Jitendra Malik, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 04, pages = 1--8, }
@inproceedings{Maji2009, title = Object Detection using a Max-Margin Hough Transform, authors = Subhransu Maji and Jitendra Malik, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 04, pages = 1--8, }
@inproceedings{Ramage2009, title = Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora, authors = Daniel Ramage and David Hall and Ramesh Nallapati and Christopher D Manning, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://www.aclweb.org/anthology-new/D/D09/D09-1026.pdf, }
@inproceedings{Finkel2009, title = Joint parsing and named entity recognition, authors = JR Finkel and Christopher D Manning, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 326--334, }
@article{Maratsos2009, title = More overregularizations after all: new data and discussion on Marcus, Pinker, Ullman, Hollander, Rosen \\& Xu, authors = Michael Maratsos, year = 2009, journal = Child Language, month = 09, pages = 183--212, volume = 27, }
@inproceedings{Chum2009, title = Geometric min-hashing: Finding a (thick) needle in a haystack, authors = O Chum and M Perdoch and J Matas, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, }
@inproceedings{Mimno2009, title = Polylingual Topic Models, authors = David Mimno and Hanna M Wallach and Jason Naradowsky and David A Smith and Andrew McCallum, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://www.cs.umass.edu/~dasmith/pltm.pdf, }
@inproceedings{Wallach2009, title = Rethinking LDA: Why Priors Matter, authors = Hanna M Wallach and David Mimno and Andrew McCallum, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://www.cs.umass.edu/~wallach/publications/wallach09rethinking.pdf, }
@inproceedings{Druck2009, title = Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria, authors = Gregory Druck and Gideon Mann and Andrew McCallum, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, pages = 360--368, URL = http://dl.acm.org/citation.cfm?id, }
@inproceedings{III2009, title = Improving Unsupervised Dependency Parsing with Richer Contexts and Smoothing, authors = William P Headden III and Mark Johnson and David McClosky, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 101--109, }
@book{Kubler2009, title = Dependency parsing, authors = Sandra Kubler and Joakim Nivre and Ryan McDonald, year = 2009, month = 01, number = 1, pages = 1--127, volume = 1, }
@inproceedings{Ranganath2009, title = It's Not You, it's Me: Detecting Flirting and its Misperception in Speed-Dates, authors = R Ranganath and Daniel Jurafsky and D McFarland, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, }
@article{Endress2009, title = Perceptual and memory constraints on language acquisition, authors = Ansgar D Endress and Marina Nespor and Jacques Mehler, year = 2009, journal = Cell, month = 08, number = 8, pages = 348--353, volume = 13, URL = http://linkinghub.elsevier.com/retrieve/pii/S1364661309001429, }
@article{Fernandez-Duque2009, title = The Biology of Paternal Care in Human and Nonhuman Primates, authors = Eduardo Fernandez-Duque and Claudia R Valeggia and Sally P Mendoza, year = 2009, journal = Annual Review of Anthropology, month = 10, number = 1, pages = 115--130, volume = 38, doi = 10.1146/annurev-anthro-091908-164334, }
@article{Merino2009, title = Language Loss in Bilingual Chicano Children, authors = Barbara J Merino, year = 2009, journal = Journal of Applied Developmental Psychology, month = 06, pages = 1--10, }
@inproceedings{Huang2009, title = Learning with structured sparsity, authors = J Huang and T Zhang and D Metaxas, year = 2009, booktitle = International conference on Machine learning, month = 01, pages = 417--424, }
@article{Kohl2009, title = Evolving neural networks for strategic decision-making problems, authors = N Kohl and Risto Miikkulainen, year = 2009, journal = Neural Networks, month = 01, }
@inproceedings{Wallach2009, title = Evaluation Methods for Topic Models, authors = Hanna M Wallach and Iain Murray and Ruslan Salakhutdinov and David Mimno, year = 2009, booktitle = International conference on Machine learning, month = 01, URL = http://www.cs.umass.edu/~wallach/publications/wallach09evaluation.pdf, }
@inproceedings{Palatucci2009, title = Zero-Shot Learning with Semantic Output Codes, authors = M Palatucci and D Pomerleau and Geoffrey Hinton and Tom M Mitchell, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, }
@inproceedings{Gupta2009, title = Using Closed Captions to Train Activity Recognizers that Improve Video Retrieval, authors = Sonal Gupta and Raymond Mooney, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, }
@inproceedings{Reisinger2009, title = Spherical Topic Models, authors = Joseph Reisinger and A Waters and B Silverthorn and Raymond Mooney, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://www.umiacs.umd.edu/~jbg/nips_tm_workshop/1.pdf, }
@article{Capp{\'e}2009, title = On-line expectation-maximization algorithm for latent data models, authors = Olivier Capp{\'e} and Eric Moulines, year = 2009, journal = Journal of the Royal Statistical Society: Series B (Statistical Methodology), month = 06, number = 3, pages = 593--613, volume = 71, doi = 10.1111/j.1467-9868.2009.00698.x, }
@inproceedings{Lalonde2009, title = Estimating Natural Illumination from a Single Outdoor Image, authors = JF Lalonde and Alexei A Efros and SG Narasimhan, year = 2009, booktitle = International Conference on Computer Vision, month = 01, URL = http://www.google.com/search?client, }
@inproceedings{Kumar2009, title = Attribute and Simile Classifiers for Face Verification, authors = Neeraj Kumar and Alexander C Berg and Peter N Belhumeur and Shree K Nayar, year = 2009, booktitle = International Conference on Computer Vision, month = 01, URL = http://www1.cs.columbia.edu/~belhumeur/conference/iccv09.pdf, }
@inproceedings{Chae2009, title = Predicting the fluency of text with shallow structural features: case studies of machine translation and human-written text, authors = Jieun Chae and Ani Nenkova, year = 2009, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://aclweb.org/anthology-new/E/E09/E09-1017.pdf, }
@inproceedings{Mauser2009, title = Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models, authors = Arne Mauser and Sasa Hasan and Hermann Ney, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://aclweb.org/anthology-new/D/D09/D09-1022.pdf, }
@inproceedings{Saxena2009, title = Depth Estimation using Monocular and Stereo Cues, authors = Ashutosh Saxena and Jamie Schulte and Andrew Y Ng, year = 2009, booktitle = Twenty-Second International Joint Conferences on Artificial Intelligence, month = 03, pages = 7, }
@article{Saxena2009, title = Make3D: Learning 3D Scene Structure from a Single Still Image, authors = Ashutosh Saxena and Andrew Y Ng, year = 2009, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = 05, number = 5, pages = 824--840, volume = 31, URL = http://ai.stanford.edu/~asaxena/reconstruction3d/saxena_make3d_learning3dstructure.pdf, }
@inproceedings{Lau2009, title = Interpreting Written How-To Instructions, authors = Tessa Lau and Clemens Drews and Jeffrey Nichols, year = 2009, booktitle = Twenty-Second International Joint Conferences on Artificial Intelligence, month = 01, URL = http://ijcai.org/papers09/Papers/IJCAI09-240.pdf, }
@article{Noble2009, title = Cooperation, Conflict and the Evolution of Communication, authors = Jason Noble, year = 2009, journal = Adaptive Behavior, month = 02, pages = 23, }
@book{Russell2009, title = Artificial Intelligence: A Modern Approach - 3rd Ed, authors = Stuart J Russell and Peter Norvig, year = 2009, month = 01, }
@article{Pakin2009, title = The Comprehensive LATEX Symbol List, authors = Scott Pakin, year = 2009, URL = http://ftp://tug.ctan.org/pub/tex-archive/info/symbols/comprehensive/symbols-letter.pdf, }
@inproceedings{Baldridge2009, title = How well does active learning actually work?: Time-based evaluation of cost-reduction strategies for language documentation, authors = Jason Baldridge and Alexis Palmer, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, pages = 296--305, }
@inproceedings{Hu2009, title = Accelerated Gradient Methods for Stochastic Optimization and Online Learning, authors = Chonghai Hu and James T Kwok and Weike Pan, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://books.nips.cc/papers/files/nips22/NIPS2009_0997.pdf, }
@inproceedings{Reisinger2009, title = Latent Variable Models of Concept-Attribute Attachment, authors = Joseph Reisinger and Marius Pasca, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, URL = http://www.aclweb.org/anthology/P/P09/P09-1070.pdf, }
@article{Pearl2009, title = Causal inference in statistics: An overview, authors = Judea Pearl, year = 2009, journal = Statistics Surveys, month = 01, pages = 96--146, volume = 3, URL = http://ftp.cs.ucla.edu/pub/stat_ser/r350.pdf, }
@inproceedings{Petrov2009, title = Generative and Discriminative Latent Variable Grammars, authors = Slav Petrov, year = 2009, booktitle = The Generative and Discriminative Workshop at NIPS, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@article{Petrov2009, title = Coarse-to-Fine Natural Language Processing, authors = Slav Petrov, year = 2009, journal = Coarse-to-Fine Natural Language Processing, month = 01, pages = 1--426, URL = http://www.petrovi.de/data/dissertation.pdf, }
@article{Hannah2009, title = Dirichlet Process Mixtures of Generalized Linear Models, authors = Lauren A Hannah and David M Blei and Warren B Powell, year = 2009, journal = arXiv, month = 01, volume = stat.ML, URL = http://arxiv.org/abs/0909.5194v1, }
@inproceedings{Li2009, title = Joint and Implicit Registration for Face Recognition, authors = Peng Li and Simon J D Prince, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://web4.cs.ucl.ac.uk/research/vis/pvl/publications/RegistrationFree.pdf, }
@article{Felzenszwalb2009, title = Object detection with discriminatively trained part based models, authors = Pedro F Felzenszwalb and RB Girshick and David McAllester and Deva Ramanan, year = 2009, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = 01, }
@inproceedings{Reichart2009, title = Automatic selection of high quality parses created by a fully unsupervised parser, authors = Roi Reichart and Ari Rappoport, year = 2009, booktitle = Conference on Computational Natural Language Learning, month = 06, pages = 156--164, URL = http://portal.acm.org.proxy2.library.illinois.edu/citation.cfm?id, }
@inproceedings{Davidov2009, title = Translation and Extension of Concepts Across Languages, authors = Dmitry Davidov and Ari Rappoport, year = 2009, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://aclweb.org/anthology-new/E/E09/E09-1021.pdf, }
@article{Joseph2009, title = Word length and landing position effects during reading in children and adults, authors = Holly S.S.L. Joseph and Simon P. Liversedge and Hazel I. Blythe and Sarah J. White and Keith Rayner, year = 2009, journal = Vision Research, number = 16, pages = 2078 - 2086, volume = 49, doi = 10.1016/j.visres.2009.05.015, URL = http://www.sciencedirect.com/science/article/pii/S0042698909002582, }
@article{Chater2009, title = Restrictions on biological adaptation in language evolution, authors = N Chater and F Reali, year = 2009, journal = Proceedings of the National Academy of Sciences, month = 01, URL = http://www.pnas.org/content/106/4/1015.full, }
@inproceedings{Wang2009, title = Quasi-Periodic Event Analysis for Social Game Retrieval, authors = Ping Wang and Gregory D Abowd and James M Rehg, year = 2009, booktitle = International Conference on Computer Vision, month = 09, pages = 1--8, }
@inproceedings{Greene2009, title = More than words: syntactic packaging and implicit sentiment, authors = S Greene and Philip Resnik, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 503--511, }
@inproceedings{Stoyanov2009, title = Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art, authors = Veselin Stoyanov and Nathan Gilbert and Claire Cardie and Ellen Riloff, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, pages = 656--664, URL = http://www.aclweb.org/anthology-new/P/P09/P09-1074.pdf, }
@article{Roth2009, title = Learning multi-linear representations of distributions for efficient inference, authors = Dan Roth and Rajhans Samdani, year = 2009, journal = Machine learning, month = 01, number = 2, pages = 195--209, volume = 76, }
@article{Roth2009, title = A Unified Representation and Inference Paradigm for Natural Language Processing, authors = Dan Roth and M Sammons, year = 2009, month = 02, pages = 8, }
@article{Zitouni2009, title = Arabic diacritic restoration approach based on maximum entropy models, authors = I Zitouni and R Sarikaya, year = 2009, journal = Computer speech \\& language, month = 01, number = 3, pages = 257--276, volume = 23, }
@inproceedings{Haffari2009, title = Active Learning for Statistical Phrase-based Machine Translation, authors = Gholamreza Haffari and Maxim Roy and Anoop Sarkar, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1047.pdf, }
@inproceedings{Su2009, title = Learning a dense multi-view representation for detection, viewpoint classification and synthesis of object categories, authors = H Su and M Sun and Li Fei-Fei and S Savarese, year = 2009, booktitle = International Conference on Computer Vision, month = 01, }
@book{Manning2009, title = Introduction to Information Retrieval, authors = Christopher D Manning and Prabhakar Raghavan and Hinrich Schutze, year = 2009, month = 04, pages = 1--581, }
@article{Reich2009, title = Reconstructing Indian population history, authors = David Reich and Kumarasamy Thangaraj and Nick Patterson and Alkes L Price and Lalji Singh, year = 2009, journal = Nature, month = 09, number = 7263, pages = 489--494, volume = 461, }
@inproceedings{Gimpel2009, title = Feature-Rich Translation by Quasi-Synchronous Lattice Parsing, authors = Kevin Gimpel and Noah A Smith, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://aclweb.org/anthology-new/D/D09/D09-1023.pdf, }
@inproceedings{Yano2009, title = Predicting Response to Political Blog Posts with Topic Models, authors = Tae Yano and William W Cohen and Noah A Smith, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1054.pdf, }
@article{Cohen2009, title = Variational Inference for Grammar Induction with Prior Knowledge, authors = Shay B Cohen and Noah A Smith, year = 2009, journal = Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, month = 01, pages = 1--4, URL = https://www.aclweb.org/anthology/P09-2001/, }
@inproceedings{Spoustov{\'a}2009, title = Semi-Supervised Training for the Averaged Perceptron POS Tagger, authors = Drahom{\'\\i}ra "johanka" Spoustov{\'a} and Jan Haji{\v c} and Jan Raab and Miroslav Spousta, year = 2009, booktitle = Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009), month = 03, pages = 763--771, URL = http://www.aclweb.org/anthology/E09-1087, }
@inproceedings{Livingston2009, title = Writing Systems, Transliteration and Decipherment, authors = Kevin Livingston and Richard Sproat, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-4008.pdf, }
@inproceedings{Rimell2009, title = Unbounded Dependency Recovery for Parser Evaluation, authors = Laura Rimell and Stephen Clark and Mark Steedman, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, pages = 813--821, URL = http://www.aclweb.org/anthology/D/D09/D09-1085.pdf, }
@inproceedings{Kalyanakrishnan2009, title = An Empirical Analysis of Value Function-Based and Policy Search Reinforcement Learning, authors = Shivaram Kalyanakrishnan and Peter Stone, year = 2009, booktitle = Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems, month = 02, pages = 8, }
@article{Guyon2009, title = Linear Discriminant and Support Vector Classifiers, authors = Isabelle Guyon and David G Stork, year = 2009, month = 09, pages = 1--24, }
@inproceedings{Ponzetto2009, title = Extracting World and Linguistic Knowledge from Wikipedia, authors = Simone Paolo Ponzetto and Michael Strube, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-4004.pdf, }
@article{Swingley2009, title = Contributions of infant word learning to language development, authors = Daniel Swingley, year = 2009, journal = Philosophical Transactions of the Royal Society B: Biological Sciences, month = 12, number = 1536, pages = 3617--3632, volume = 364, URL = http://rstb.royalsocietypublishing.org.proxy2.library.illinois.edu/content/364/1536/3617.full, }
@article{Szeliski2009, title = Computer Vision: Algorithms and Applications, authors = Richard Szeliski, year = 2009, journal = arXiv, month = 01, URL = http://arxiv.org/abs/0906.1980, }
@inproceedings{Ganchev2009, title = Dependency grammar induction via bitext projection constraints, authors = Kuzman Ganchev and Jennifer Gillenwater and Ben Taskar, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, pages = 369--377, URL = http://portal.acm.org/citation.cfm?id, }
@article{Ganchev2009, title = Posterior Regularization for Structured Latent Variable Models, authors = Kuzman Ganchev and Jo{\~a}o V Graca and Jennifer Gillenwater and Ben Taskar, year = 2009, journal = The Journal of Machine Learning Research, month = 01, number = MS-CIS-09-16, URL = http://www.seas.upenn.edu/~kuzman/publications/ganchev_penn_2009.pdf, }
@inproceedings{Asuncion2009, title = On Smoothing and Inference for Topic Models, authors = Arthur Asuncion and Max Welling and Padhraic Smyth and Yee-Whye Teh, year = 2009, booktitle = Uncertainty in Artificial Intelligence, month = 01, URL = http://www.cs.mcgill.ca/~uai2009/papers/UAI2009_0243_1a80458f5db72411c0c1e392f7dbbc48.pdf, }
@inproceedings{Haffari2009, title = Hierarchical Dirichlet Trees for Information Retrieval, authors = Gholamreza Haffari and Yee-Whye Teh, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1020.pdf, }
@inproceedings{Blei2009, title = Hierarchical Topic Models and the Nested Chinese Restaurant Process, authors = David M Blei and Thomas L Griffiths and Michael I Jordan and Joshua B Tenenbaum, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 09, pages = 1--8, }
@inproceedings{Liu2009, title = Nonparametric Scene Parsing: Label Transfer via Dense Scene Alignment, authors = Ce Liu and Jenny Yuen and Antonio Torralba, year = 2009, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://people.csail.mit.edu/torralba/publications/siftFlowCVPR.pdf, }
@inproceedings{Kim2009, title = Unsupervised Detection of Regions of Interest Using Iterative Link Analysis, authors = G Kim and Antonio Torralba, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://www.cs.cmu.edu/~gunhee/publish/nips09_gunhee.pdf, }
@inproceedings{Poon2009, title = Unsupervised Morphological Segmentation with Log-Linear Models, authors = Hoifung Poon and Colin Cherry and Kristina Toutanova, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1024.pdf, }
@inproceedings{Sun2009, title = Latent Variable Perceptron Algorithm for Structured Classification, authors = Xu Sun and Takuya Matsuzaki and Daisuke Okanohara and Jun'ichi Tsujii, year = 2009, booktitle = International Joint Conferences on Artificial Intelligence, month = 01, pages = 1236--1242, URL = http://ijcai.org/papers09/Papers/IJCAI09-208.pdf, }
@inproceedings{Chang2009, title = Unsupervised Constraint Driven Learning For Transliteration Discovery, authors = Ming-Wei Chang and Dan Goldwasser and Dan Roth and Yuancheng Tu, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1034.pdf, }
@inproceedings{Mochihashi2009, title = Bayesian Unsupervised Word Segmentation with Nested Pitman-Yor Language Modeling, authors = Daichi Mochihashi and Takeshi Yamada and Naonori Ueda, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, pages = 100--108, URL = http://chasen.org/~daiti-m/paper/acl2009segment.pdf, }
@inproceedings{Roy2009, title = The Mondrian process, authors = Deb Roy and Yee-Whye Teh and G Unit, year = 2009, booktitle = Advances in Neural Information Processing Systems, month = 01, pages = 27, volume = 21, }
@article{Vardi2009, title = Conferences vs Journals in Computing Research, authors = Moshe Vardi, year = 2009, journal = CACM, month = 01, number = 5, volume = 52, doi = 10.1145/1510000/1506410/p5-vardi.pdf, }
@phdthesis{Wang2009, title = Structured Topic Models: Jointly Modeling Words and Their Accompanying Modalities, authors = Xuerui Wang, year = 2009, school = University of Massachusetts Amherst, month = 01, URL = http://www.cs.umass.edu/~xuerui/papers/xuerui_thesis.pdf, }
@inproceedings{Chiang2009, title = 11,001 New Features for Statistical Machine Translation, authors = David Chiang and Kevin Livingston and Wei Wang, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N09/N09-1025.pdf, }
@article{Yeung2009, title = Learning words'sounds before learning how words sound: 9-Month-olds use distinct objects as cues to categorize speech information, authors = H Henny Yeung and Janet F Werker, year = 2009, journal = Cognition, month = 11, number = 2, pages = 234--243, volume = 113, doi = 10.1016/j.cognition.2009.08.010, }
@inproceedings{Bengio2009, title = Curriculum Learning, authors = Yoshua Bengio and J{\'e}r{\^o}me Louradour and Ronan Collobert and Jason Weston, year = 2009, booktitle = International conference on Machine learning, month = 01, pages = 1--8, }
@article{Wintner2009, title = What Science Underlies Natural Language Engineering?, authors = Shuly Wintner, year = 2009, journal = Computational Linguistics, month = 01, number = Early Access, pages = 1--4, }
@inproceedings{Kirschenbaum2009, title = Lightly Supervised Transliteration for Machine Translation, authors = Amit Kirschenbaum and Shuly Wintner, year = 2009, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://aclweb.org/anthology-new/E/E09/E09-1050.pdf, }
@article{Candes2009, title = Robust principal component analysis?, authors = E Candes and X Li and Y Ma and John Wright, year = 2009, journal = Arxiv preprint math, month = 01, URL = http://arxiv.org/pdf/0912.3599, }
@inproceedings{Martins2009, title = Concise Integer Linear Programming Formulations for Dependency Parsing, authors = Andr{\'e}F T Martins and Noah A Smith and Eric P Xing, year = 2009, booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, month = 08, URL = https://www.aclweb.org/anthology/P09-1039/, }
@inproceedings{Martins2009, title = Polyhedral outer approximations with application to natural language parsing, authors = AFT Martins and NA Smith and EP Xing, year = 2009, booktitle = International conference on Machine learning, month = 01, pages = 713--720, }
@book{Kung2009, title = Combinatorics: The Rota Way, authors = Joseph PS Kung and Gian-Carlo Rota and Catherine H Yan, year = 2009, month = 03, pages = 1--410, }
@inproceedings{K{\"o}pr{\"u}2009, title = Lattice Parsing to Integrate Speech Recognition and Rule-Based Machine Translation, authors = Sel{\c c}uk K{\"o}pr{\"u} and Adnan Yazıcı, year = 2009, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://aclweb.org/anthology-new/E/E09/E09-1054.pdf, }
@article{Joachims2009, title = Cutting-Plane Training of Structural SVMs, authors = Thorsten Joachims and Thomas Finley and Chun-Nam John Yu, year = 2009, journal = Machine learning, month = 01, pages = 27--59, }
@inproceedings{Filippova2009, title = Company-Oriented Extractive Summarization of Financial News, authors = Katja Filippova and Mihai Surdeanu and Massimiliano Ciaramita and Hugo Zaragoza, year = 2009, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = http://aclweb.org/anthology-new/E/E09/E09-1029.pdf, }
@article{Langford2009, title = Learning Nonlinear Dynamic Models, authors = John Langford and Ruslan Salakhutdinov and Tong Zhang, year = 2009, journal = arXiv, month = 01, URL = http://arxiv.org/abs/0905.3369, }
@inproceedings{Matsoukas2009, title = Discriminative Corpus Weight Estimation for Machine Translation, authors = Spyros Matsoukas and Antti-Veikko I Rosti and Bing Zhang, year = 2009, booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, month = 08, URL = http://aclweb.org/anthology-new/D/D09/D09-1074.pdf, }
@inproceedings{Andrzejewski2009, title = Latent Dirichlet Allocation with topic-in-set knowledge, authors = D Andrzejewski and Xiaojin Zhu, year = 2009, booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 43--48, }
@inproceedings{Shaalan2009, title = A hybrid approach for building Arabic diacritizer, authors = K Shaalan and HM Abo Bakr and I Ziedan, year = 2009, booktitle = Proceedings of the EACL 2009 Workshop on Computational Approaches to Semitic Languages, month = 01, pages = 27--35, }
@article{Ouattara2009, title = Campbell's monkeys concatenate vocalizations into context-specific call sequences, authors = Karim Ouattara and Alban Lemasson and Klaus Zuberbu hler, year = 2009, journal = Proceedings of the National Academy of Sciences, month = 01, URL = http://www.pnas.org/content/early/2009/12/08/0908118106.full.pdf+html?sid, }
@inproceedings{Petrov2010, title = Uptraining for Accurate Deterministic Question Parsing, authors = Slav Petrov and Pi-Chuan Chang and Michael Ringgaard and Hiyan Alshawi, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 705--713, URL = http://www.aclweb.org/anthology/D10-1069, }
@inproceedings{Santamaria2010, title = Identifying patterns for unsupervised grammar induction, authors = Jesus Santamaria and Lourdes Araujo, year = 2010, booktitle = Conference on Computational Natural Language Learning, month = 01, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Asuncion2010, title = Approximate Mean Field for Dirichlet-Based Models, authors = Arthur Asuncion, year = 2010, booktitle = International conference on Machine learning, month = 01, URL = http://www.ics.uci.edu/~asuncion/pubs/TM_ICML_10.pdf, }
@inproceedings{Baldridge2010, title = Minimized models and grammar-informed initialization for supertagging with highly ambiguous lexicons, authors = Jason Baldridge, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 1--9, }
@phdthesis{Barber2010, title = Bayesian Reasoning and Machine Learning, authors = David Barber, year = 2010, month = 01, URL = http://web4.cs.ucl.ac.uk/staff/D.Barber/textbook/090310.pdf, }
@inproceedings{Lee2010, title = Simple Type-Level Unsupervised POS Tagging, authors = Yoong Keok Lee and Aria Haghighi and Regina Barzilay, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 853--861, URL = http://people.csail.mit.edu/regina/my_papers/typetagging.pdf, }
@article{Narayan2010, title = The interaction between acoustic salience and language experience in developmental speech perception: evidence from nasal place discrimination, authors = Chandan R Narayan and Janet F Werker and Patrice Speeter Beddor, year = 2010, journal = Developmental Science, month = 01, number = 3, pages = 407--420, volume = 13, }
@inproceedings{Klebanov2010, title = Some Empirical Evidence for Annotation Noise in a Benchmarked Dataset, authors = Beata Beigman Klebanov and Eyal Beigman, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT067.pdf, }
@inproceedings{Turian2010, title = Word Representations: A Simple and General Method for Semi-Supervised Learning, authors = Joseph Turian and Lev-Arie Ratinov and Yoshua Bengio, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 384--394, URL = http://www.aclweb.org/anthology/P10-1040.pdf, }
@book{Berk2010, title = Statistical Learning from a Regression Perspective, authors = Richard A Berk, year = 2010, month = 05, pages = 1--441, }
@book{Bertsekas2010, title = Convex Optimization Theory: Condenced, authors = Dimitri P Bertsekas, year = 2010, month = 03, URL = http://www.athenasc.com/convexdualitycondenced.pdf, }
@inproceedings{Lamar2010, title = SVD and Clustering for Unsupervised POS Tagging, authors = Micahel Lamar and Yaniv Maron and Mark Johnson and Elie Bienenstock, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 215--219, URL = http://www.aclweb.org/anthology-new/P/P10/P10-2040.pdf, }
@inproceedings{Maron2010, title = Sphere Embedding: An Application to Part-of-Speech Induction, authors = Yaniv Maron and Micahel Lamar and Elie Bienenstock, year = 2010, booktitle = Advances in Neural Information Processing Systems, month = 01, pages = 1567--1575, URL = http://books.nips.cc/papers/files/nips23/NIPS2010_1196.pdf, }
@inproceedings{Hockenmaier2010, title = Normal-form parsing for Combinatory Categorial Grammars with generalized composition and type-raising, authors = Julia Hockenmaier and Yonatan Bisk, year = 2010, booktitle = Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), month = 08, pages = 465--473, URL = http://acl.eldoc.ub.rug.nl/mirror/C/C10/C10-1053.pdf, }
@inproceedings{Cohn2010, title = Blocked Inference in Bayesian Tree Substitution Grammars, authors = Trevor Cohn and Phil Blunsom, year = 2010, booktitle = ACL Short, month = 01, URL = http://staffwww.dcs.shef.ac.uk/people/T.Cohn/pubs/acl10blocked.pdf, }
@inproceedings{Chernova2010, title = Crowdsourcing HRI Through Online Multiplayer Games, authors = Sonia Chernova and Jeff Orkin and Cynthia Breazeal, year = 2010, booktitle = Dialog with Robots: Papers from the AAAI Fall Symposium, month = 01, URL = https://pdfs.semanticscholar.org/a1a2/adbc0d555e16b2874ff291a5615c831774ba.pdf, }
@inproceedings{Boxwell2010, title = What a parser can learn from a semantic role labeler and vice versa, authors = Stephen A Boxwell and Dennis N Mehay and Chris Brew, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, URL = http://portal.acm.org/citation.cfm?id, }
@article{Loiacono2010, title = Learning to overtake in TORCS using simple reinforcement learning, authors = D Loiacono and A Prete and P. L Lanzi and L Cardamone, year = 2010, month = 01, pages = 1--8, URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber, }
@book{Carpenter2010, title = Integrating Out Multinomial Parameters in Latent Dirichlet Allocation and Naive Bayes for Collapsed Gibbs Sampling, authors = Bob Carpenter, year = 2010, month = 09, URL = http://lingpipe.files.wordpress.com/2010/07/lda3.pdf, }
@inproceedings{Ortiz-Mart{\'\\i}nez2010, title = Online Learning for Interactive Statistical Machine Translation, authors = Daniel Ortiz-Mart{\'\\i}nez and Ismael Garc{\'\\i}a-Varea and Francisco Casacuberta, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 546--554, URL = http://www.aclweb.org/anthology/N/N10/N10-1079, }
@book{Lehmann2010, title = Theory of Point Estimation, authors = EL Lehmann and George Casella, year = 2010, month = 08, pages = 1--610, }
@misc{Census2010, title = First Divorce Rate, 2010, authors = US Census, year = 2010, booktitle = ncfmr Family Profiles, URL = http://ncfmr.bgsu.edu/pdf/family_profiles/file101821.pdf, }
@inproceedings{Chang2010, title = Not-So-Latent Dirichlet Allocation: Collapsed Gibbs Sampling Using Human Judgments, authors = Jonathan Chang, year = 2010, booktitle = North American Chapter of the Association for Computational Linguistics Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, month = 01, }
@article{Frintrop2010, title = Computational Visual Attention Systems and Their Cognitive Foundations: A Survey, authors = Simone Frintrop and Erich Rome and Henrik I. Christensen, year = 2010, journal = ACM Trans. Appl. Percept., month = jan, number = 1, pages = 6:1--6:39, volume = 7, doi = 10.1145/1658349.1658355, }
@article{Clair2010, title = Learning grammatical categories from distributional cues: Flexible frames for language acquisition, authors = Michelle C St Clair and Padraic Monaghan and Morten H Christiansen, year = 2010, journal = Cognition, month = 09, number = 3, pages = 341--360, volume = 116, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027710001241, }
@inproceedings{Kummerfeld2010, title = Faster Parsing by Supertagger Adaptation, authors = Jonathan K. Kummerfeld and Jessika Roesner and Tim Dawborn and James Haggerty and James Curran and Stephen Clark, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 345--355, URL = http://www.cl.cam.ac.uk/~sc609/pubs/acl10.pdf, }
@article{Blunsom2010, title = Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing, authors = Phil Blunsom and Trevor Cohn, year = 2010, journal = Proceedings of the 2010 Conference on Empirical Methods of Natural Language Processing, month = 10, pages = 1204--1213, URL = http://core.kmi.open.ac.uk/display/15719, }
@inproceedings{Blunsom2010, title = Inducing Synchronous Grammars with Slice Sampling, authors = Phil Blunsom and Trevor Cohn, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://aclweb.org/anthology-new/N/N10/N10-1028.pdf, }
@article{Corballis2010, title = The gestural origins of language, authors = Michael C Corballis, year = 2010, journal = Wiley Interdisciplinary Reviews: Cognitive Science, month = 01, number = 1, pages = 2--7, volume = 1, doi = 10.1002/wcs.2, }
@inproceedings{Downs2010, title = Are Your Participants Gaming the System? Screening Mechanical Turk Workers, authors = JS Downs and MB Holbrook and S Sheng and LF Cranor, year = 2010, booktitle = Computer Human Interaction, month = 01, }
@article{Southgate2010, title = Seventeen-month-olds appeal to false beliefs to interpret others'referential communication, authors = Victoria Southgate and Coralie Chevallier and Gergely Csibra, year = 2010, journal = Developmental Science, month = 01, number = 6, pages = 907--912, volume = 13, doi = 10.1111/j.1467-7687.2009.00946.x, }
@article{Street2010, title = More individual differences in language attainment: How much do adult native speakers of English know about passives and quantifiers?, authors = JA Street and E Dabrowska, year = 2010, journal = Lingua, month = 01, }
@article{Jagarlamudi2010, title = Extracting Multilingual Topics from Unaligned Comparable Corpora, authors = J Jagarlamudi and Hal Daum{\'e}III, year = 2010, journal = ECIR, month = 01, }
@article{Lee2010, title = Global and local fMRI signals driven by neurons defined optogenetically by type and wiring, authors = Jin Hyung Lee and Remy Durand and Viviana Gradinaru and Feng Zhang and Inbal Goshen and Dae-Shik Kim and Lief E Fenno and Charu Ramakrishnan and Karl Deisseroth, year = 2010, journal = Nature, month = 05, URL = http://www.nature.com/nature/journal/vaop/ncurrent/full/nature09108.html#, }
@article{Diamond2010, title = The Benefits of Multilingualism, authors = J Diamond, year = 2010, journal = Science, month = 10, number = 6002, pages = 332--333, volume = 330, doi = 10.1126/science.1195067, }
@inproceedings{Ritter2010, title = Unsupervised Modeling of Twitter Conversations, authors = Alan Ritter and Colin Cherry and Bill Dolan, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT020.pdf, }
@inproceedings{Poon2010, title = Unsupervised ontology induction from text, authors = Hoifung Poon and Pedro Domingos, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 296--305, }
@article{Dreyer2010, title = A Non-Parametric Model for the Discovery of Inflectional Paradigms from Plain Text using Graphical Models over Strings, authors = Markus Dreyer, year = 2010, journal = Johns Hopkins University, month = 11, URL = http://www.cs.jhu.edu/~jason/papers/dreyer.thesis11.slides.pdf, }
@book{Lin2010, title = Data-Intensive Text Processing with MapReduce, authors = Jimmy Lin and Chris Dyer, year = 2010, month = 04, pages = 1--175, }
@inproceedings{Goldberg2010, title = Easy First Dependency Parsing of Modern Hebrew, authors = Yoav Goldberg and Michael Elhadad, year = 2010, booktitle = North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages, month = 01, URL = https://www.aclweb.org/anthology/W10-1412/, }
@inproceedings{Goldberg2010, title = An efficient algorithm for easy-first non-directional dependency parsing, authors = Yoav Goldberg and Michael Elhadad, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 742--750, }
@article{Ponvert2010, title = Simple Unsupervised Identification of Low-level Constituents, authors = Elias Ponvert and Jason Baldridge and Katrin Erk, year = 2010, journal = Proceedings of the Fourth International Conference on Semantic Computing, month = 01, pages = 1--8, URL = http://citeseer.ist.psu.edu/viewdoc/summary?doi, }
@inproceedings{Alexe2010, title = What is an object ?, authors = Bogdan Alexe and Thomas Deselaers and Vittorio Ferrari, year = 2010, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://www.vision.ee.ethz.ch/~calvin/Publications/alexe-cvpr10.pdf, }
@mastersthesis{Fitzgerald2010, title = Sources of Overlap Between Language Typology, Parent-Toddler Interaction Style, and Input Informativeness for Tense Marking, authors = Colleen Fitzgerald, year = 2010, school = University of Illinois at Urbana-Champaign, month = 04, pages = 1--37, }
@book{Kolmogorov2010, title = Introductory Real Analysis, authors = A N Kolmogorov and S V Fomin, year = 2010, month = 02, pages = 1--206, }
@article{Foote2010, title = Integrated knowledge of agreement in early and late English--Spanish bilinguals, authors = Rebecca Foote, year = 2010, journal = Applied Psycholinguistics, month = 10, number = 01, pages = 187--220, volume = 32, URL = http://journals.cambridge.org.proxy2.library.illinois.edu/action/displayAbstract?aid, }
@inproceedings{Farhadi2010, title = Every Picture Tells a Story: Generating Sentences from Images, authors = Ali Farhadi and M Hejrati and M Sadeghi and Peter Young and Cyrus Rashtchian and Julia Hockenmaier and David Forsyth, year = 2010, booktitle = European Conference on Computer Vision, month = 01, URL = http://www.springerlink.com/index/H367766M452N5675.pdf, }
@inproceedings{Foster2010, title = ``cba to check the spelling'': Investigating Parser Performance on Discussion Forum Posts, authors = Jennifer Foster, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT060.pdf, }
@inproceedings{Swersky2010, title = A tutorial on stochastic approximation algorithms for training Restricted Boltzmann Machines and Deep Belief Nets, authors = Kevin Swersky and Bo Chen and Ben Marlin and Nando de Freitas, year = 2010, booktitle = Information Theory and Applications Workshop, month = 01, pages = 1--10, URL = http://ieeexplore.ieee.org/search/srchabstract.jsp?tp, }
@book{Koller2010, title = Probabilistic Graphical Models, authors = Daphne Koller and Nir Friedman, year = 2010, month = 01, pages = 1--1266, }
@book{Garcia2010, title = A Tutorial on Correlation Coefficients, authors = E Garcia, year = 2010, month = 07, pages = 1--10, }
@inproceedings{Attia2010, title = Handling Unknown Words in Statistical Latent-Variable Parsing Models for Arabic, English and French, authors = Mohammed Attia and Jennifer Foster and Deirdre Hogan and Joseph Le Roux and Lamia Tounsi and Josef van Genabith, year = 2010, booktitle = North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages, month = 01, }
@article{Killingsworth2010, title = A Wandering Mind Is an Unhappy Mind, authors = Matthew Killingsworth and Daniel Gilbert, year = 2010, journal = Science, month = 11, number = 6006, pages = 932, volume = 330, URL = http://www.sciencemag.org/cgi/content/full/330/6006/932, }
@article{Meshi2010, title = Learning Efficiently with Approximate Inference via Dual Losses, authors = Ofer Meshi and David Sontag and Tommi S Jaakkola and Amir Globerson, year = 2010, journal = International conference on Machine learning, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi, }
@inproceedings{Kwiatkowski2010, title = Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification, authors = Tom Kwiatkowski and Luke S Zettlemoyer and Sharon Goldwater, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, URL = http://homepages.inf.ed.ac.uk/sgwater/papers/emnlp10-semParser.pdf, }
@article{Cohn2010, title = Inducing Tree-Substitution Grammars, authors = Trevor Cohn and Phil Blunsom and Sharon Goldwater, year = 2010, journal = The Journal of Machine Learning Research, month = 11, pages = 3053--3096, volume = 11, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@inproceedings{Hwang2010, title = Reading Between The Lines: Object Localization Using Implicit Cues from Image Tags, authors = SJ Hwang and K Grauman, year = 2010, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, }
@article{Frigyik2010, title = Introduction to the Dirichlet Distribution and Related Processes, authors = Bela A Frigyik and Amol Kapila and Maya R Gupta, year = 2010, journal = ee.washington.edu, month = 12, URL = http://www.ee.washington.edu/research/guptalab/publications/UWEETR-2010-0006.pdf, }
@book{Habash2010, title = Introduction to Arabic Natural Language Processing, authors = Nizar Y Habash, year = 2010, month = 12, doi = 10.2200/S00277ED1V01Y201008HLT010, }
@article{Clark2010, title = Using Contextual Representations to Efficiently Learn Context-Free Languages, authors = Alexander Clark and R{\'e}mi Eyraud and Amaury Habrard, year = 2010, journal = The Journal of Machine Learning Research, month = 01, URL = http://www.cs.rhul.ac.uk/home/alexc/papers/clark10a.pdf, }
@book{Harju2010, title = Lecture Notes on Graph Theory, authors = Tero Harju, year = 2010, month = 11, pages = 1--100, }
@article{Baillargeon2010, title = False-belief understanding in infants, authors = Ren{\'e}e Baillargeon and Rose M Scott and Zijing He, year = 2010, journal = Cell, month = 03, number = 3, pages = 110--118, volume = 14, URL = http://linkinghub.elsevier.com/retrieve/pii/S1364661309002885, }
@inproceedings{Rashtchian2010, title = Collecting Image Annotations Using Amazon's Mechanical Turk, authors = Cyrus Rashtchian and Peter Young and Micah Hodosh and Julia Hockenmaier, year = 2010, booktitle = North American Chapter of the Association for Computational Linguistics Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, month = 01, }
@inproceedings{H{\"a}nig2010, title = Improvements in unsupervised co-occurrence based parsing, authors = Christian H{\"a}nig, year = 2010, booktitle = Conference on Computational Natural Language Learning, month = 01, pages = 1, }
@article{Ipeirotis2010, title = Demographics of mechanical turk, authors = Panagiotis G Ipeirotis, year = 2010, journal = NYU Working Paper, number = CEDER-10-01, }
@inproceedings{Rush2010, title = On dual decomposition and linear programming relaxations for natural language processing, authors = Alexander M Rush and David Sontag and Michael Collins and Tommi S Jaakkola, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, URL = http://portal.acm.org/citation.cfm?id, }
@article{Jaeger2010, title = Redundancy and reduction: Speakers manage syntactic information density, authors = T Florian Jaeger, year = 2010, journal = Cognitive Psychology, month = 08, number = 1, pages = 23--62, volume = 61, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010028510000083, }
@article{Vandenberghe2010, title = Algorithms for large-scale convex optimization, authors = Lieven Vandenberghe and Tobias Lindstr{\o}m Jensen, year = 2010, journal = DTU, month = 01, pages = 1--258, }
@inproceedings{Naseem2010, title = Using universal linguistic knowledge to guide grammar induction, authors = Tahira Naseem and Harr Chen and Regina Barzilay and Mark Johnson, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 1234--1244, URL = http://www.google.com/search?client, }
@inproceedings{McClosky2010, title = Automatic Domain Adaptation for Parsing, authors = David McClosky and Eugene Charniak and Mark Johnson, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT004.pdf, }
@inproceedings{Johnson2010, title = PCFGs, topic models, adaptor grammars and learning topical collocations and the structure of proper names, authors = Mark Johnson, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 1148--1157, }
@article{Blei2010, title = The Nested Chinese Restaurant Process and Bayesian Nonparametric Inference of Topic Hierarchies, authors = David M Blei and Thomas L Griffiths and Michael I Jordan, year = 2010, journal = Journal of the ACM, month = 01, number = 2, pages = 1--30, volume = 57, URL = http://portal.acm.org/citation.cfm?doid, }
@inbook{Jordan2010, title = Bayesian Nonparametric Learning: Expressive Priors for Intelligent Systems, authors = Michael I Jordan, year = 2010, booktitle = Heuristics, Probability and Causality: A Tribute to Judea Pearl, month = 01, }
@book{Wainwright2010, title = A Variational Principle for Graphical Models, authors = Martin J Wainwright and Michael I Jordan, year = 2010, month = 07, pages = 1--52, }
@inproceedings{Spitkovsky2010, title = From Baby Steps to Leapfrog: How ``Less is More''in Unsupervised Dependency Parsing, authors = Valentin I Spitkovsky and Hiyan Alshawi and Daniel Jurafsky, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 751--759, }
@inproceedings{Sundaram2010, title = Dense point trajectories by GPU-accelerated large displacement optical flow, authors = Narayanan Sundaram and Thomas Brox and Kurt Keutzer, year = 2010, booktitle = European Conference on Computer Vision, month = 01, URL = http://www.springerlink.com/index/DWPX5R1N6K463432.pdf, }
@article{Scott-Phillips2010, title = Language evolution in the laboratory, authors = Thomas C Scott-Phillips and Simon Kirby, year = 2010, journal = Cell, month = 09, number = 9, pages = 411--417, volume = 14, URL = http://www.cell.com.proxy2.library.illinois.edu/trends/cognitive-sciences/fulltext/S1364-6613(10)00140-3, }
@inproceedings{Haghighi2010, title = Coreference Resolution in a Modular, Entity-Centered Model, authors = Aria Haghighi and Dan Klein, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT061.pdf, }
@inproceedings{Angeli2010, title = A Simple Domain-Independent Probabilistic Approach to Generation, authors = Gabor Angeli and Percy Liang and Dan Klein, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 502--512, URL = http://www.aclweb.org/anthology/D10-1049, }
@inproceedings{Liang2010, title = Type-Based MCMC, authors = Percy Liang and Michael I Jordan and Dan Klein, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 573--581, URL = http://www.aclweb.org/anthology/N/N10/N10-1082, }
@inproceedings{Berg-Kirkpatrick2010, title = Phylogenetic Grammar Induction, authors = Taylor Berg-Kirkpatrick and Dan Klein, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 1288--1297, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@inproceedings{Berg-Kirkpatrick2010, title = Painless Unsupervised Learning with Features, authors = Taylor Berg-Kirkpatrick and John DeNero and Dan Klein, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 582--590, URL = http://www.cs.berkeley.edu/~tberg/papers/naaclhlt2010.pdf, }
@inproceedings{Burkett2010, title = Joint Parsing and Alignment with Weakly Synchronized Grammars, authors = David Burkett and John Blitzer and Dan Klein, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT015.pdf, }
@inproceedings{Pauls2010, title = Unsupervised Syntactic Alignment with Inversion Transduction Grammars, authors = Adam Pauls and Dan Klein and David Chiang and Kevin Knight, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT014.pdf, }
@inproceedings{Kumar2010, title = Self-Paced Learning for Latent Variable Models, authors = M Pawan Kumar and Ben Packer and Daphne Koller, year = 2010, month = 01, }
@inproceedings{Matuszek2010, title = Following directions using statistical machine translation, authors = Cynthia Matuszek and Dieter Fox and Karl Koscher, year = 2010, booktitle = Proceedings of the international conference on Human-robot interaction, }
@article{Landau2010, title = The explicit syntax of implicit arguments, authors = I Landau, year = 2010, journal = Linguistic Inquiry, month = 01, doi = 10.1162/LING_a_00001, }
@article{Onieva2010, title = Overtaking opponents with blocking strategies using fuzzy logic, authors = E Onieva and L Cardamone and D Loiacono and P. L Lanzi, year = 2010, journal = Computational Intelligence and Games, month = 01, pages = 123--130, URL = http://ieeexplore.ieee.org/search/srchabstract.jsp?tp, }
@inproceedings{Feng2010, title = Topic Models for Image Annotation and Text Illustration, authors = Yansong Feng and Mirella Lapata, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, }
@inproceedings{Lang2010, title = Unsupervised Induction of Semantic Roles, authors = Joel Lang and Mirella Lapata, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, }
@inproceedings{Feng2010, title = Visual Information in Semantic Representation, authors = Yansong Feng and Mirella Lapata, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = https://www.aclweb.org/anthology/N10-1011.pdf, }
@book{Clark2010, title = Linguistic Nativism and the Poverty of the Stimulus, authors = Alexander Clark and Shalom Lappin, year = 2010, month = 09, pages = 1--264, }
@inproceedings{Petrovi{\'c}2010, title = Streaming First Story Detection with application to Twitter, authors = Sa{\v s}a Petrovi{\'c} and Miles Osborne and Victor Lavrenko, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT021.pdf, }
@article{Liberman2010, title = Obituary Fed Jelinek, authors = Mark Liberman, year = 2010, journal = Computational Linguistics, month = 01, number = 4, volume = 36, doi = 10.1162/coli_a_00032, }
@article{Butz2010, title = Effective Racing on Partially Observable Tracks: Indirectly Coupling Anticipatory Egocentric Sensors With Motor Commands, authors = Butz and Linhardt and Loenneker, year = 2010, journal = IEEE Transactions on Computational Intelligence and AI in Games, month = 01, number = 99, pages = 1, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@article{Brox2010, title = Large displacement optical flow: descriptor matching in variational motion estimation, authors = Thomas Brox and Jitendra Malik, year = 2010, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = 01, doi = 10.1109/TPAMI.2010.143, }
@inproceedings{Brox2010, title = Object Segmentation by Long Term Analysis of Point Trajectories, authors = Thomas Brox and Jitendra Malik, year = 2010, booktitle = European Conference on Computer Vision, month = 01, pages = 282--295, }
@inproceedings{Klapaftis2010, title = Taxonomy Learning Using Word Sense Induction, authors = Ioannis P Klapaftis and Suresh Manandhar, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT010.pdf, }
@inproceedings{Spitkovsky2010, title = Viterbi training improves unsupervised dependency parsing, authors = Valentin I Spitkovsky and Hiyan Alshawi and Daniel Jurafsky and Christopher D Manning, year = 2010, booktitle = Conference on Computational Natural Language Learning, month = 07, pages = 9--17, }
@inproceedings{Munro2010, title = Subword Variation in Text Message Classification, authors = Robert Munro and Christopher D Manning, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT075.pdf, }
@article{Wang2010, title = Re-Structuring, Re-Labeling, and Re-Aligning for Syntax-Based Machine Translation, authors = Wei Wang and Jonathan May and Kevin Knight and Daniel Marcu, year = 2010, journal = Computational Linguistics, month = 01, number = 0, pages = 1--31, volume = 0, doi = 10.1162/coli.2010.36.2.09054, }
@inproceedings{Martens2010, title = Deep learning via Hessian-free optimization, authors = James Martens, year = 2010, booktitle = International conference on Machine learning, month = 05, pages = 1--8, }
@book{Jurafsky2010, title = Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition, authors = Daniel Jurafsky and James H Martin, year = 2010, month = 05, pages = 1--975, }
@article{Girshick2010, title = Object Detection with Grammar Models, authors = Ross B Girshick and Pedro F Felzenszwalb and David McAllester, year = 2010, journal = Advances in Neural Information Processing Systems, month = 01, pages = 1--9, }
@inproceedings{Felzenszwalb2010, title = Cascade Object Detection with Deformable Part Models, authors = Pedro F Felzenszwalb and RB Girshick and David McAllester, year = 2010, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://www.google.com/search?client, }
@article{Mann2010, title = Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data, authors = Gideon S Mann and Andrew McCallum, year = 2010, journal = The Journal of Machine Learning Research, month = 01, volume = 11, URL = http://www.jmlr.org/papers/volume11/mann10a/mann10a.pdf, }
@inproceedings{Riedel2010, title = Modeling Relations and Their Mentions without Labeled Text, authors = Sebastian Riedel and Limin Yao and Andrew McCallum, year = 2010, booktitle = Joint European Conference on Machine Learning and Knowledge Discovery in Databases, month = 01, number = Chapter 10, pages = 148--163, volume = 6323, doi = 10.1007/978-3-642-15939-8_10, }
@article{Guido2010, title = Beardedness in advertising: Effects on endorsers' credibility and purchase intention, authors = Gianluigi Guido and Alessandro M Peluso and Velentina Moffa, year = 2010, journal = Journal of Marketing Communications, month = 04, URL = http://www.informaworld.com/index/921058272.pdf, }
@inproceedings{Reisinger2010, title = Multi-Prototype Vector-Space Models of Word Meaning, authors = Joseph Reisinger and Raymond Mooney, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 1--10, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT013.pdf, }
@inproceedings{Louis2010, title = Creating Local Coherence: An Empirical Assessment, authors = Annie Louis and Ani Nenkova, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 313--316, URL = http://www.aclweb.org/anthology/N10-1043, }
@article{Nivre2010, title = Inductive Dependency Parsing of Natural Language Text, authors = Joakim Nivre, year = 2010, month = 05, pages = 1--60, URL = http://www.google.com/search?aq, }
@book{Russell2010, title = Artificial Intelligence: A Modern Approach - 2nd Ed, authors = Stuart J Russell and Peter Norvig, year = 2010, month = 02, pages = 1--946, }
@article{Lupyan2010, title = Language Structure Is Partly Determined by Social Structure, authors = Gary Lupyan and Rick Dale and Dennis O'Rourke, year = 2010, journal = PLoS ONE, month = 01, number = 1, pages = e8559, volume = 5, doi = 10.1371/journal.pone.0008559, }
@inproceedings{Genzel2010, title = ``Poetic''Statistical Machine Translation: Rhyme and Meter, authors = Dmitriy Genzel and Jakob Uszkoreit and Franz Josef Och, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, URL = http://research.google.com/pubs/archive/36745.pdf, }
@inproceedings{Levenberg2010, title = Stream-based Translation Models for Statistical Machine Translation, authors = Abby Levenberg and Chris Callison-Burch and Miles Osborne, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://www.aclweb.org/anthology/N/N10/N10-1062, }
@article{Ding2010, title = Variational nonparametric Bayesian Hidden Markov Model, authors = Nan Ding and Zhijian Ou, year = 2010, journal = 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, month = 01, pages = 2098--2101, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@article{Erk2010, title = A Flexible, Corpus-Driven Model of Regular and Inverse Selectional Preferences, authors = Katrin Erk and Sebastian Pad{\'o} and Ulrike Pad{\'o}, year = 2010, journal = Computational Linguistics, month = 12, number = 4, pages = 723--763, volume = 36, doi = 10.1162/coli_a_00017, }
@article{Cheung2010, title = Utilizing Extra-Sentential Context for Parsing, authors = Jackie Chi Kit Cheung and Gerald Penn, year = 2010, journal = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 1--11, }
@inproceedings{Fowler2010, title = Accurate Context-Free Parsing with Combinatory Categorial Grammar, authors = Timothy A D Fowler and Gerald Penn, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 335--344, URL = http://www.aclweb.org/anthology/P10-1035, }
@inproceedings{Subramanya2010, title = Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models, authors = Amarnag Subramanya and Slav Petrov and Fernando Pereira, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 167--176, URL = http://www.aclweb.org/anthology/D10-1017, }
@book{Pierce2010, title = Types and Programming Languages, authors = Benjamin C Pierce, year = 2010, month = 04, pages = 1--536, }
@article{Palazzo2010, title = Patterns, correlates, and reduction of homework copying, authors = David J Palazzo and Young-Jin Lee and Rasil Warnakulasooriya and David E Pritchard, year = 2010, journal = The American Physical Society, month = 01, URL = http://prst-per.aps.org/pdf/PRSTPER/v6/i1/e010104, }
@inproceedings{Marton2010, title = Improving Arabic Dependency Parsing with Lexical and Inflectional Morphological Features, authors = Yuval Marton and Nizar Y Habash and Owen Rambow, year = 2010, booktitle = North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages, month = 01, }
@inproceedings{Abend2010, title = Improved Unsupervised POS Induction through Prototype Discovery, authors = Omri Abend and Roi Reichart and Ari Rappoport, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 1298--1307, URL = http://www.cs.huji.ac.il/~roiri/papers/P10-1132.pdf, }
@inproceedings{Reichart2010, title = Improved fully unsupervised parsing with zoomed learning, authors = Roi Reichart and Ari Rappoport, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 684--693, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Reichart2010, title = Improved Unsupervised POS Induction Using Intrinsic Clustering Quality and a Zipfian Constraint, authors = Roi Reichart and Raanan Fattal and Ari Rappoport, year = 2010, booktitle = Conference on Computational Natural Language Learning, month = 07, pages = 57--66, URL = http://www.cs.huji.ac.il/~roiri/papers/W10-2909.pdf, }
@inproceedings{Chiang2010, title = Bayesian Inference for Finite-State Transducers, authors = David Chiang and Jonathan Graehl and Kevin Knight and Adam Pauls and Sujith Ravi, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://www.aclweb.org/anthology/N/N10/N10-1068, }
@inproceedings{Lange2010, title = Deep Auto-Encoder Neural Networks in Reinforcement Learning, authors = Sascha Lange and Martin Riedmiller, year = 2010, booktitle = The International Joint Conference on Neural Networks IJCNN, month = 07, pages = 1--8, URL = http://ieeexplore.ieee.org/ielx5/5581822/5595732/05596468.pdf?tp, }
@inproceedings{Zhang2010, title = Chart Pruning for Fast Lexicalised-Grammar Parsing, authors = Yue Zhang and Byung-Gyu Ahn and Stephen Clark and Curt Van Wyk and James Curran and Laura Rimell, year = 2010, booktitle = Coling 2010: Posters, month = 08, pages = 1471--1479, URL = http://www.cl.cam.ac.uk/~sc609/pubs/coling10.pdf, }
@inproceedings{Haertel2010, title = Automatic Diacritization for Low-Resource Languages Using a Hybrid Word and Consonant CMM, authors = Robbie A Haertel and Peter McClanahan and Eric K Ringger, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT076.pdf, }
@article{Ritter2010, title = A latent dirichlet allocation method for selectional preferences, authors = Oren Etzioni Alan Ritter, year = 2010, month = 01, URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi, }
@inproceedings{Clarke2010, title = Driving Semantic Parsing from the World's Response, authors = James Clarke and Dan Goldwasser and Ming-Wei Chang and Dan Roth, year = 2010, booktitle = Conference on Computational Natural Language Learning, month = 01, URL = http://l2r.cs.uiuc.edu/~danr/Papers/CGCR10.pdf, }
@inproceedings{Chang2010, title = Structured Output Learning with Indirect Supervision, authors = Ming-Wei Chang and Vivek Srikumar and Dan Goldwasser and Dan Roth, year = 2010, booktitle = Proceedings of the th International Conference on Machine Learning, month = 05, pages = 1--8, URL = https://mail.google.com/mail/u/0/, }
@inproceedings{Connor2010, title = Starting From Scratch in Semantic Role Labeling, authors = Michael Connor and Yael Gertner and Cynthia Fisher and Dan Roth, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 989--998, URL = http://cogcomp.cs.illinois.edu/papers/CGFR10.pdf, }
@article{Lany2010, title = From Statistics to Meaning: Infants' Acquisition of Lexical Categories, authors = Jill Lany and J R Saffran, year = 2010, journal = Psychological Science, month = 02, number = 2, pages = 284--291, volume = 21, doi = 10.1177/0956797609358570, }
@article{Sahni2010, title = Connecting Cues: Overlapping Regularities Support Cue Discovery in Infancy, authors = Sarah D Sahni and Mark S Seidenberg and Jenny R Saffran, year = 2010, journal = Child Development, month = 05, pages = 727--736, volume = 81, }
@inproceedings{Bottou2010, title = Large-Scale Machine Learning with Stochastic Gradient Descent, authors = L{\'e}on Bottou and Yves Lechevallier and Gilbert Saporta, year = 2010, booktitle = COMPSTAT, month = 08, pages = 177--187, URL = http://leon.bottou.org/papers/bottou-2010, }
@inproceedings{Kuhlmann2010, title = The importance of rule restrictions in CCG, authors = Marco Kuhlmann and Alexander Koller and Giorgio Satta, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 534--543, }
@inproceedings{Tsarfaty2010, title = Modeling Morphosyntactic Agreement in Constituency-Based Parsing of Modern Hebrew, authors = Reut Tsarfaty and Khalil Sima'an, year = 2010, booktitle = North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages, month = 01, }
@inproceedings{Cohen2010, title = Variational Inference for Adaptor Grammars, authors = Shay B Cohen and David M Blei and Noah A Smith, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 564--572, URL = http://www.aclweb.org/anthology/N/N10/N10-1081, }
@inproceedings{Gimpel2010, title = Softmax-Margin CRFs: Training Log-Linear Models with Cost Functions, authors = Kevin Gimpel and Noah A Smith, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://www.cs.cmu.edu/~nasmith/papers/gimpel+smith.naacl10.pdf, }
@inproceedings{Das2010, title = Probabilistic Frame-Semantic Parsing, authors = Dipanjan Das and Nathan Schneider and Desai Chen and Noah A Smith, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = http://groups.google.com/group/ut-nll/web/2010-smith-framenet-parsing-draft.pdf, }
@article{Cohen2010, title = Covariance in Unsupervised Learning of Probabilistic Grammars, authors = Shay B Cohen and Noah A Smith, year = 2010, journal = The Journal of Machine Learning Research, month = 11, pages = 3117--3151, URL = http://www.cs.cmu.edu/~scohen/jmlr10pgcovariance.pdf, }
@article{Barner2010, title = Words as Windows to Thought: The Case of Object Representation, authors = D Barner and P Li and Jesse Snedeker, year = 2010, journal = Current Directions in Psychological Science, month = 06, number = 3, pages = 195--200, volume = 19, doi = 10.1177/0963721410370294, }
@inproceedings{Sogaard2010, title = Simple Semi-Supervised Training of Part-Of-Speech Taggers, authors = Anders Sogaard, year = 2010, booktitle = Proceedings of the ACL 2010 Conference Short Papers, month = 07, pages = 205--208, URL = http://www.aclweb.org/anthology/P10-2038, }
@inproceedings{Koo2010, title = Dual Decomposition for Parsing with Non-Projective Head Automata, authors = Terry Koo and Alexander M Rush and Michael Collins and Tommi S Jaakkola and David Sontag, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, URL = http://people.csail.mit.edu/maestro/papers/koo10mstdd.pdf, }
@inproceedings{Christodoulopoulos2010, title = Two Decades of Unsupervised POS induction: How far have we come?, authors = Christos Christodoulopoulos and Sharon Goldwater and Mark Steedman, year = 2010, booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, month = 10, }
@article{Steedman2010, title = Categorial Grammar, authors = Mark Steedman, year = 2010, journal = The MIT Encyclopedia of Cognitive Sciences, month = 04, pages = 1--9, }
@inproceedings{Jung2010, title = Gaussian processes for sample efficient reinforcement learning with RMAX-like exploration, authors = Tobias Jung and Peter Stone, year = 2010, booktitle = European Conference on Machine Learning, month = 01, URL = http://www.cs.utexas.edu/~tjung/Neuer%20Ordner/ecml10.pdf, }
@book{Strang2010, title = Computational Science and Engineering, authors = Gilbert Strang, year = 2010, month = 09, pages = 1--727, }
@book{Szepesv{\'a}ri2010, title = Algorithms for Reinforcement Learning, authors = Csaba Szepesv{\'a}ri, year = 2010, month = 01, number = 1, pages = 1--103, volume = 4, doi = 10.2200/S00268ED1V01Y201005AIM009, }
@inproceedings{Boxwell2010, title = A Pilot Arabic CCGbank, authors = Stephen A Boxwell and Chris Brew and Nicoletta Calzolari Conference Chair and Khalid Choukri and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis and Mike Rosner and Daniel Tapias, year = 2010, booktitle = Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10), month = 05, }
@inproceedings{Gillenwater2010, title = Sparsity in Dependency Grammar Induction, authors = Jennifer Gillenwater and Kuzman Ganchev and Jo{\~a}o V Graca and Fernando Pereira and Ben Taskar, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 194--199, URL = http://www.seas.upenn.edu/~taskar/pubs/acl10.pdf, }
@inproceedings{Kulesza2010, title = Structured Determinantal Point Processes, authors = Alex Kulesza and Ben Taskar, year = 2010, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://www.seas.upenn.edu/~taskar/pubs/sdpp_nips10.pdf, }
@inbook{Teh2010, title = Dirichlet Process, authors = Yee-Whye Teh, year = 2010, booktitle = Encyclopedia of Machine Learning, month = 01, pages = 280--287, URL = http://www.gatsby.ucl.ac.uk/~ywteh/research/npbayes/dp.pdf, }
@inproceedings{Munro2010, title = Crowdsourcing and language studies: the new generation of linguistic data, authors = Robert Munro and Steven Bethard and Victor Kuperman and Vicky Tzuyin Lai and Robin Melnick and Christopher Potts and Tyler Schnoebelen and Harry Tily, year = 2010, booktitle = North American Chapter of the Association for Computational Linguistics Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, month = 01, }
@inproceedings{Smith2010, title = Extracting Parallel Sentences from Comparable Corpora using Document Level Alignment, authors = Jason R Smith and Chris Quirk and Kristina Toutanova, year = 2010, booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT063.pdf, }
@article{Eijck2010, title = Computational Semantics With Functional Programming, authors = Jan van Eijck and Christina Unger, year = 2010, month = 04, pages = 1--413, }
@inproceedings{Rasiwasia2010, title = A new approach to cross-modal multimedia retrieval, authors = Nikhil Rasiwasia and Jose Costa Pereira and Emanuele Coviello and Gabriel Doyle and Gert R. G. Lanckriet and Roger Levy and Nuno Vasconcelos, year = 2010, booktitle = Proceedings of the International Conference on Multimedia, month = 01, pages = 251--260, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Rosenthal2010, title = An effective personal mobile robot agent through symbiotic human-robot interaction, authors = Stephanie Rosenthal and Joydeep Biswas and Manuela Veloso, year = 2010, booktitle = Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1-Volume 1, pages = 915--922, }
@article{Ferrucci2010, title = Building Watson: An Overview of the DeepQA Project, authors = David Ferrucci and Eric Brown and Jennifer Chu-Carroll and James Fan and David Gondek and Aditya A Kalyanpur and Adam Lally and J William Murdock and Eric Nyberg and John Prager and Nico Schlaefer and Chris Welty, year = 2010, journal = AI Magazine, month = 07, number = 3, pages = 59-79, volume = 31, URL = http://www.aaai.org/ojs/index.php/aimagazine/article/view/2303, }
@article{White2010, title = Hadoop: The Definitive Guide, authors = Tom White, year = 2010, month = 09, pages = 1--625, }
@article{Woods2010, title = The Right Tools: Reflections on Computation and Language, authors = William A Woods, year = 2010, journal = Computational Linguistics, month = 01, number = 4, volume = 36, doi = 10.1162/coli_a_00018, }
@book{Nocedal2010, title = Numerical Optimization, authors = Jorge Nocedal and Stephen J Wright, year = 2010, month = 02, pages = 1--685, }
@inproceedings{Zhang2010, title = Semantic Segmentation of Urban Scenes Using Dense Depth Maps, authors = Chenxi Zhang and Liang Wang and Ruigang Yang, year = 2010, booktitle = European Conference on Computer Vision, month = 01, pages = 708--721, URL = http://vis.uky.edu/~wangl/Research/Publication/2010/Stereo_Sceneparsing.pdf, }
@book{Wong2010, title = Introduction to Chinese Natural Language Processing, authors = Kam-Fai Wong and Wenjie Li and Ruifeng Xu and Zheng-sheng Zhang, year = 2010, booktitle = Introduction to Chinese Natural Language Processing, month = 02, pages = 1--158, volume = 4, doi = 10.2200/S00211ED1V01Y200909HLT004, }
@inproceedings{{\'O}S{\'e}aghdha2010, title = Latent Variable Models of Selectional Preference, authors = Diarmuid {\'O}S{\'e}aghdha, year = 2010, booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, month = 07, pages = 435--444, URL = http://www.aclweb.org/anthology/P10-1045.pdf, }
@inproceedings{Yang2011, title = Corpus-Guided Sentence Generation of Natural Images, authors = Yezhou Yang and Ching Lik Teo and Hal Daum{\'e}III and Yiannis Aloimonos, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, URL = http://www.google.ca/url?sa, }
@inproceedings{Tsarfaty2011, title = Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation, authors = Reut Tsarfaty and Joakim Nivre and Evelina Andersson, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, URL = http://stp.lingfil.uu.se/~tsarfaty/pdfs/emnlp11.pdf, }
@article{Atkinson2011, title = Phonemic Diversity Supports a Serial Founder Effect Model of Language Expansion from Africa, authors = Q D Atkinson, year = 2011, journal = Science, month = 04, number = 6027, pages = 346--349, volume = 332, doi = 10.1126/science.1199295, }
@inproceedings{Ross2011, title = {A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning}, authors = Stephane Ross and Geoffrey J. Gordon and J. Andrew Bagnell, year = 2011, booktitle = Proceedings of the 14th International Conference on Artificial Intelligence and Statistics (AISTATS 2011), month = 11, URL = https://arxiv.org/abs/1011.0686, }
@article{Bem2011, title = Feeling the future: Experimental evidence for anomalous retroactive influences on cognition and affect., authors = D Bem, year = 2011, journal = Journal of personality and social psychology, month = 01, pages = 407--425, volume = 100, URL = http://psycnet.apa.org/psycarticles/2011-01894-001, }
@inproceedings{Kulkarni2011, title = Baby Talk: Understanding and Generating Image Descriptions, authors = Girish Kulkarni and Visruth Premraj and Sagnik Dhar and Siming Li and Yejin Choi and Alexander C Berg and Tamara L Berg, year = 2011, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, pages = 1601--1608, URL = http://tamaraberg.com/papers/generation_cvpr11.pdf, }
@inproceedings{Ordonez2011, title = Im2Text: Describing Images Using 1 Million Captioned Photographs, authors = Vicente Ordonez and Girish Kulkarni and Tamara L. Berg, year = 2011, booktitle = Neural Information Processing Systems ({NIPS}), }
@inproceedings{Wang2011, title = Online Variational Inference for the Hierarchical Dirichlet Process, authors = Chong Wang and John Paisley and David M Blei, year = 2011, booktitle = AIStats, month = 01, URL = http://www.cs.cmu.edu/~chongw/papers/WangPaisleyBlei2011.pdf, }
@article{Karpicke2011, title = Retrieval Practice Produces More Learning than Elaborative Studying with Concept Mapping, authors = Jeffrey D Karpicke and Janell R Blunt, year = 2011, journal = Science, month = 01, URL = http://www.sciencemag.org/content/331/6018/772.abstract, }
@article{Foote2011, title = The role of morphology in subject--verb number agreement: A comparison of Mexican and Dominican Spanish, authors = Rebecca Foote and Kathryn Bock, year = 2011, journal = Language and Cognitive Processes, month = 03, number = 3, pages = 429--461, volume = 27, doi = 10.1080/01690965.2010.550166, }
@article{Chang2011, title = Gender Biases in Early Number Exposure to Preschool-Aged Children, authors = A Chang and C M Sandhofer and C S Brown, year = 2011, journal = Journal of Language and Social Psychology, month = 12, number = 4, pages = 440--450, volume = 30, doi = 10.1177/0261927X11416207, }
@inproceedings{Kiddon2011, title = That's What She Said: Double Entendre Identication, authors = Chlo{\'e} Kiddon and Yuriy Brun, year = 2011, booktitle = ACL Short, month = 01, }
@inproceedings{Zhang2011, title = Shift-Reduce CCG Parsing, authors = Yue Zhang and Stephen Clark, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 683--692, URL = http://www.aclweb.org/anthology/P/P11/P11-1069, }
@article{Zhang2011, title = Syntactic Processing Using the Generalized Perceptron and Beam Search, authors = Yue Zhang and Stephen Clark, year = 2011, journal = Computational Linguistics, month = 03, number = 1, pages = 105--151, volume = 37, doi = 10.1162/coli_a_00037, URL = https://www.aclweb.org/anthology/J11-1005/, }
@article{Lee2011, title = ShadowDraw: Real-Time User Guidance for Freehand Drawing, authors = Yong Jac Lee and C Lawrence Zitnick and Michael F Cohen, year = 2011, journal = Association for Computing Machinery's Special Interest Group on Graphics and Interactive Techniques, month = 01, pages = 1--9, URL = https://webspace.utexas.edu/yl3663/~ylee/shadowdraw/ShadowDrawSiggraph11.pdf, }
@article{Fort2011, title = Amazon mechanical turk: Gold mine or coal mine?, authors = Kar{\"e}n Fort and Gilles Adda and K Bretonnel Cohen, year = 2011, journal = Computational Linguistics, number = 2, pages = 413--420, volume = 37, }
@inproceedings{Blunsom2011, title = A Hierarchical Pitman-Yor Process HMM for Unsupervised Part of Speech Induction, authors = Phil Blunsom and Trevor Cohn, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 865--874, URL = http://www.aclweb.org/anthology/P11-1087, }
@inproceedings{Rush2011, title = Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation, authors = Alexander M Rush and Michael Collins, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 72--82, URL = http://www.aclweb.org/anthology/P/P11/P11-1008, }
@inproceedings{Rush2011, title = Dual Decomposition for Natural Language Processing, authors = Alexander M Rush and Michael Collins, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, URL = https://www.aclweb.org/anthology/P11-5006/, }
@article{Cyranoski2011, title = The PHD Factory, authors = David Cyranoski, year = 2011, journal = Nature, month = April, pages = 276 -- 279, volume = 472, }
@inproceedings{Daum{\'e}III2011, title = Beyond Structured Prediction: Inverse Reinforcement Learning, authors = Hal Daum{\'e}III, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1--26, }
@article{Kloumann2011, title = Positivity of the English language, authors = Isabel M. Kloumann and Christopher M. Danforth and Kameron Decker Harris and Catherine A. Bliss and Peter Sheridan Dodds, year = 2011, journal = arXiv, month = 08, URL = http://arxiv.org/pdf/1108.5192, }
@inproceedings{Chen2011, title = Collecting Highly Parallel Data for Paraphrase Evaluation, authors = David Chen and William B Dolan, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, URL = http://www.cs.utexas.edu/users/ml/papers/chen.acl11.pdf, }
@phdthesis{Dreyer2011, title = A Non-Parametric Model for the Discovery of Inflectional Paradigms from Plain Text Using Graphical Models Over Strings, authors = Markus Dreyer, year = 2011, school = The Johns Hopkins University, month = 04, URL = http://www.cs.jhu.edu/~jason/papers/dreyer.thesis11.pdf, }
@inproceedings{Bergsma2011, title = Learning Bilingual Lexicons using the Visual Similarity of Labeled Web Images, authors = Shane Bergsma and Benjamin Van Durme, year = 2011, booktitle = Twenty-Second International Joint Conferences on Artificial Intelligence, month = 01, URL = http://old-site.clsp.jhu.edu/~sbergsma/Pubs/bergsmaVanDurme_IJCAI2011.pdf, }
@article{Efron2011, title = Modern Science and The Bayesian-Frequentist Controversy, authors = Bradley Efron, year = 2011, URL = http://statweb.stanford.edu/~ckirby/brad/papers/2005NEWModernScience.pdf, }
@article{Shrivastava2011, title = Data-driven Visual Similarity for Cross-domain Image Matching, authors = Abhinav Shrivastava and Tomasz Malisiewicz and Abhinav Gupta and Alexei A Efros, year = 2011, journal = SIGGRAPH ASIA, month = 01, pages = 1--9, }
@article{Malisiewicz2011, title = Ensemble of Exemplar-SVMs for Object Detection and Beyond, authors = Tomasz Malisiewicz and Abhinav Gupta and Alexei A Efros, year = 2011, journal = International Conference on Computer Vision, month = 01, pages = 1--8, }
@article{Stoyanov2011, title = Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure, authors = Veselin Stoyanov and Alexander Ropson and Jason Eisner, year = 2011, journal = Journal of Machine Learning Research, month = 01, pages = 725--733, volume = 15, URL = http://www.jmlr.org/proceedings/papers/v15/stoyanov11a.html, }
@inproceedings{Dreyer2011, title = Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture Model, authors = Markus Dreyer and Jason Eisner, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, pages = 616--627, URL = http://www.aclweb.org/anthology/D11-1057, }
@inproceedings{Goldberg2011, title = Joint Hebrew Segmentation and Parsing using a PCFG-LA Lattice Parser, authors = Yoav Goldberg and Michael Elhadad, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, URL = http://www.cs.bgu.ac.il/~yoavg/publications/acl2011hebparse.pdf, }
@inproceedings{Hixon2011, title = Phonemic similarity metrics to compare pronunciation methods, authors = Ben Hixon and Eric Schneider and Susan L. Epstein, year = 2011, booktitle = INTERSPEECH-2011, pages = 825 -- 828, }
@inproceedings{Ponvert2011, title = Simple Unsupervised Grammar Induction from Raw Text with Cascaded Finite State Models, authors = Elias Ponvert and Jason Baldridge and Katrin Erk, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1077--1086, URL = http://www.aclweb.org/anthology/P/P11/P11-1108, }
@inproceedings{Fader2011, title = Identifying Relations for Open Information Extraction, authors = Anthony Fader and Stephen Soderland and Oren Etzioni, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, pages = 1535--1545, URL = http://www.aclweb.org/anthology/D11-1142, }
@inproceedings{Martins2011, title = Structured Sparsity in Structured Prediction, authors = Andr{\'e}F T Martins and Noah A Smith and Pedro M Q Aguiar and M{\'a}rio A T Figueiredo, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, pages = 1--12, URL = http://www.cs.cmu.edu/~afm/Home_files/emnlp2011.pdf, }
@article{Clark2011, title = Languages as hyperplanes: grammatical inference with String kernels, authors = Alexander Clark and Christophe Costa Florencio, year = 2011, journal = Machine learning, month = 01, pages = 351--373, volume = 82, URL = http://www.springerlink.com/content/y441873877218781/fulltext.pdf, }
@article{Ericsson2011, title = Thinking aloud is not a form of introspection but a qualitatively different methodology: Reply to Schooler (2011)., authors = K Anders Ericsson and Mark C Fox, year = 2011, journal = Psychological Bulletin, month = 01, number = 2, pages = 351--354, volume = 137, URL = http://doi.apa.org/getdoi.cfm?doi, }
@article{Denil2011, title = Learning where to Attend with Deep Architectures for Image Tracking, authors = Misha Denil and Loris Bazzani and Hugo Larochelle and Nando de Freitas, year = 2011, journal = ArXiv, month = 09, URL = http://arxiv.org/abs/1109.3737, }
@book{Hastie2011, title = The Elements of Statistical Learning, authors = Trevor Hastie and Robert Tibshirani and Jerome Friedman, year = 2011, month = 02, URL = http://www-stat.stanford.edu/~hastie/Papers/ESLII.pdf, }
@article{Furuichi2011, title = Female contributions to the peaceful nature of bonobo society, authors = Takeshi Furuichi, year = 2011, journal = Evolutionary Anthropology, month = 08, number = 4, pages = 131--142, volume = 20, doi = 10.1002/evan.20308, }
@article{Ghahramani2011, title = Bayesian nonparametrics and the probabilistic approach to modelling, authors = Zoubin Ghahramani, year = 2011, journal = Philosophical Transactions of the Royal Society of London. Series A,, month = 01, URL = http://mlg.eng.cam.ac.uk/pub/pdf/Gha12.pdf, }
@article{Griffiths2011, title = The Indian Buffet Process: An Introduction and Review, authors = Thomas L Griffiths and Zoubin Ghahramani, year = 2011, month = 01, }
@article{Gael2011, title = Bayesian Nonparametric Hidden Markov Models, authors = Jurgen Van Gael and Zoubin Ghahramani, year = 2011, month = 01, URL = http://jvangael.github.io/assets/thesis.pdf, }
@article{Frank2011, title = Overcoming memory limitations in rule learning, authors = M C Frank and E Gibson, year = 2011, journal = Language Learning and Development, month = 01, volume = 7, doi = 10.1080/15475441.2010.512522, }
@phdthesis{Goldberg2011, title = Automatic Syntactic Processing of Modern Hebrew, authors = Yoav Goldberg, year = 2011, school = Ben-Gurion University of the Negev, month = 11, URL = http://www.cs.bgu.ac.il/~nlpproj/yoav-phd.pdf, }
@article{Pate2011, title = Unsupervised syntactic chunking with acoustic cues: computational models for prosodic bootstrapping, authors = John K Pate and Sharon Goldwater, year = 2011, journal = Workshop on Cognitive Modeling and Computational Linguistics, month = 01, pages = 1--10, URL = http://homepages.inf.ed.ac.uk/sgwater/papers/cmcl11-prosparsing.pdf, }
@inproceedings{Roemmele2011, title = Choice of Plausible Alternatives: An Evaluation of Commonsense Causal Reasoning, authors = Melissa Roemmele and Cosmin Bejan and Andrew Gordon, year = 2011, booktitle = Tenth International Symposium on Logical Formalizations of Commonsense Reasoning (Commonsense-2011), }
@article{Buhrmester2011, title = Amazon's Mechanical Turk, authors = Michael Buhrmester and Tracy Kwang and Samuel D. Gosling, year = 2011, journal = Perspectives on Psychological Science, number = 1, pages = 3-5, volume = 6, doi = 10.1177/1745691610393980, }
@inproceedings{Lee2011, title = Learning the Easy Things First: Self-Paced Visual Category Discovery, authors = Yong Jae Lee and Kristen Grauman, year = 2011, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, pages = 1--8, }
@article{Pazda2011, title = Sexy red: Perceived sexual receptivity mediates the red-attraction relation in men viewing woman, authors = Adam D Pazda and Andrew J Elliot and Tobias Greitemeyer, year = 2011, journal = Journal of Experimental Social Psychology, month = 12, URL = http://linkinghub.elsevier.com/retrieve/pii/S002210311100299X, }
@electronic{Hajek2011, title = An Exploration of Random Processes for Engineers, authors = Bruce Hajek, year = 2011, booktitle = ifp.illinois.edu, month = 12, URL = http://www.ifp.illinois.edu/~hajek/Papers/randomprocDec11.pdf, }
@inproceedings{McDonald2011, title = Multi-Source Transfer of Delexicalized Dependency Parsers, authors = Ryan McDonald and Slav Petrov and Keith Hall, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, URL = http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf, }
@article{Hayes2011, title = An Adventure in the Nth Dimension, authors = Brian Hayes, year = 2011, journal = American Scientist, month = 01, pages = 442--446, volume = 99, URL = http://www.americanscientist.org/libraries/documents/201110101628308738-2011-11CompSciHayes.pdf, }
@inproceedings{Hailpern2011, title = ACES: promoting empathy towards aphasia through language distortion emulation software, authors = Joshua Hailpern and Marina Danilevsky and Andrew Harris and Karrie Karahalios and Gary S Dell and Julie Hengst, year = 2011, booktitle = Computer Human Interaction, month = 01, pages = 609, URL = http://portal.acm.org/citation.cfm?doid, }
@article{Karsch2011, title = Rendering synthetic objects into legacy photographs, authors = Kevin Karsch and Varsha Hedau and David Forsyth and Derek Hoiem, year = 2011, journal = SIGGRAPH ASIA, month = 01, volume = 6, doi = 10.1145/2024156.2024191, }
@article{Parlad{\'e}2011, title = The interplay between language, gesture, and affect during communicative transition: A dynamic systems approach., authors = Meaghan V Parlad{\'e} and Jana M Iverson, year = 2011, journal = Developmental Psychology, month = 01, number = 3, pages = 820--833, volume = 47, URL = http://doi.apa.org/getdoi.cfm?doi, }
@article{Glowacka2011, title = Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning, authors = Dorota Glowacka and John Shawe-Taylor and Alexander Clark and Colin de la Higuera and Mark Johnson, year = 2011, month = 01, }
@inproceedings{Johnson2011, title = Parsing in Parallel on Multiple Cores and GPUs, authors = Mark Johnson, year = 2011, booktitle = Proceedings of the Australasian Language Technology Association Workshop 2011, month = 12, pages = 29--37, URL = http://www.aclweb.org/anthology/U/U11/U11-1006.pdf, }
@article{Kulis2011, title = Revisiting k-means: New Algorithms via Bayesian Nonparametrics, authors = Brian Kulis and Michael I Jordan, year = 2011, journal = ArXiv, month = 11, URL = http://arxiv.org/pdf/1111.0352, }
@inproceedings{Spitkovsky2011, title = Unsupervised Dependency Parsing without Gold Part-of-Speech Tags, authors = Valentin I Spitkovsky and Hiyan Alshawi and Angel X Chang and Daniel Jurafsky, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, pages = 1281--1290, URL = http://www.aclweb.org/anthology/D11-1118.pdf, }
@inproceedings{Spitkovsky2011, title = Punctuation: making a point in unsupervised dependency parsing, authors = Valentin I Spitkovsky and Hiyan Alshawi and Daniel Jurafsky, year = 2011, booktitle = Conference on Computational Natural Language Learning, month = 06, pages = 19--28, URL = http://portal.acm.org/citation.cfm?id, }
@inproceedings{Hailpern2011, title = ACES: Aphasia Emulation, Realism, and the Turing Test, authors = Joshua Hailpern and Marina Danilevsky and Karrie Karahalios, year = 2011, booktitle = ASSETTS, month = 01, URL = http://dl.acm.org/citation.cfm?id, }
@article{Gentile2011, title = Pathological Video Game Use Among Youths: A Two-Year Longitudinal Study, authors = Douglas A Gentile and Hyekyung Choo and Albert Liau and Timothy Sim and Dongdong Li and Daniel Fung and Angeline Khoo, year = 2011, journal = Official Journal of the American Academy of Pediatrics, month = 01, }
@inproceedings{Bansal2011, title = Web-Scale Features for Full-Scale Parsing, authors = Mohit Bansal and Dan Klein, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 693--702, URL = http://www.aclweb.org/anthology/P/P11/P11-1070, }
@inproceedings{Liang2011, title = Learning Dependency-Based Compositional Semantics, authors = Percy Liang and Michael I Jordan and Dan Klein, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 590--599, URL = http://www.aclweb.org/anthology/P/P11/P11-1060, }
@inproceedings{Ravi2011, title = Deciphering Foreign Language, authors = Sujith Ravi and Kevin Knight, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 12--21, URL = http://www.aclweb.org/anthology/P/P11/P11-1002, }
@inproceedings{Kumar2011, title = Learning Specific-Class Segmentation from Diverse Data, authors = M Pawan Kumar and Haithem Turki and Dan Preston and Daphne Koller, year = 2011, booktitle = International Conference on Computer Vision, month = 01, pages = 1--8, }
@article{Lamy2011, title = Love or the Black Sun of Personal Relationships, authors = Lubomir Lamy, year = 2011, journal = Journal for the Theory of Social Behavior, month = 03, pages = 1--13, doi = 10.1111/j.1468-5914.2011.00462.x, }
@article{Balakrishnan2011, title = Learning generative models for protein fold families, authors = Sivaraman Balakrishnan and Hetunandan Kamisetty and Jaime G Carbonell and Su In Lee and Christopher James Langmead, year = 2011, journal = Proteins: Structure, Function, and Bioinformatics, month = 04, number = 4, pages = 1061--1078, volume = 79, doi = 10.1002/prot.22934/full, }
@electronic{Clark2011, title = Computational Learning Theory and Language Acquisition, authors = Alexander Clark and Shalom Lappin, year = 2011, booktitle = Computational Linguistics and Natural Language Processing Handbook, month = 06, pages = 441--471, URL = http://www.dcs.kcl.ac.uk/staff/lappin/papers/clark-lappin_phil_ling_handbook_chapter.pdf, }
@article{Liang2011, title = Learning Dependency-Based Compositional Semantics, authors = Percy Liang, year = 2011, month = 01, pages = 1--124, }
@electronic{Liberzon2011, title = Calculus of Variations and Optimal Control Theory: A Concise Introduction, authors = Daniel Liberzon, year = 2011, booktitle = netfiles.uiuc.edu, month = 08, URL = https://netfiles.uiuc.edu/liberzon/www/teaching/cvoc.pdf, }
@inproceedings{Auli2011, title = A Comparison of Loopy Belief Propagation and Dual Decomposition for Integrated CCG Supertagging and Parsing, authors = Michael Auli and Adam Lopez, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, URL = https://www.aclweb.org/anthology/P11-1048/, }
@inproceedings{Auli2011, title = Training a Log-Linear Parser with Loss Functions via Softmax-Margin, authors = Michael Auli and Adam Lopez, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, pages = 333--343, URL = http://www.aclweb.org/anthology/D11-1031.pdf, }
@article{Nandakumar2011, title = How little do we need for 3-D shape perception?, authors = Chetan Nandakumar and Antonio Torralba and Jitendra Malik, year = 2011, journal = Perception, month = 01, number = 0, pages = 0--0, volume = 0, URL = http://www.perceptionweb.com/abstract.cgi?id, }
@inproceedings{McClosky2011, title = Event Extraction as Dependency Parsing, authors = David McClosky and Mihai Surdeanu and Christopher D Manning, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, URL = http://stanford.edu/~mcclosky/papers/dmcc-acl-2011.pdf, }
@inproceedings{Manning2011, title = Part-of-Speech Tagging from 97{\%} to 100{\%}: Is It Time for Some Linguistics?, authors = Christopher D Manning, year = 2011, booktitle = Computational Linguistics and Intelligent Text Processing, 12th International Conference, CICLing 2011, Proceedings, Part I, month = 01, pages = 171--189, URL = http://nlp.stanford.edu/~manning/papers/CICLing2011-manning-tagging.pdf, }
@article{Socher2011, title = Parsing Natural Scenes and Natural Language with Recursive Neural Networks, authors = Richard Socher and Cliff Chiung-Yu Lin and Andrew Y Ng and Christopher D Manning, year = 2011, journal = International conference on Machine learning, month = 01, pages = 1--8, }
@inproceedings{Hopkins2011, title = Tuning as Ranking, authors = Mark Hopkins and Jonathan May, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, pages = 1352--1362, URL = http://www.aclweb.org/anthology/D11-1125, }
@inproceedings{Ridel2011, title = Robust Biomedical Event Extraction with Dual Decomposition and Minimal Domain Adaptation, authors = Sebastian Ridel and Andrew McCallum, year = 2011, booktitle = Proceedings of the BioNLP Shared Task 2011 Workshop, month = 01, URL = http://riedelcastro.github.com/publications/papers/riedel11robust.pdf, }
@inproceedings{Rasooli2011, title = Unsupervised Identification of Persian Compound Verbs, authors = Mohammad Sadegh Rasooli and Heshaam Faili and Behrouz Minaei-Bidgoli, year = 2011, booktitle = Mexican International Conference on Artificial Intelligence, month = 01, number = Chapter 34, pages = 394--406, volume = 7094, doi = 10.1007/978-3-642-25324-9_34, }
@article{Genabith2011, title = Wide-coverage NLP with Expressive Grammars, authors = Josef van Genabith and Julia Hockenmaier and Yusuke Miyao, year = 2011, journal = Association for Computational Linguistics, month = 02, pages = 1--226, }
@inproceedings{Chen2011, title = Learning to interpret natural language navigation instructions from observations, authors = David Chen and Raymond J Mooney, year = 2011, booktitle = Proceedings of the National Conference on Artificial Intelligence, }
@article{Morduch2011, title = Why Finance Matters, authors = Jonathan Morduch, year = 2011, month = 01, }
@article{Nakamura2011, title = Price dynamics, retail chains and inflation measurement, authors = Alice O Nakamura and Emi Nakamura and Leonard I Nakamura, year = 2011, journal = Journal of Econometrics, month = 03, number = 1, pages = 47--55, volume = 161, URL = http://linkinghub.elsevier.com/retrieve/pii/S0304407610001855, }
@inproceedings{Lu2011, title = A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions, authors = Wei Lu and Hwee Tou Ng, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, URL = http://wing.comp.nus.edu.sg/~luwei/publications/emnlp11ln.pdf, }
@article{Le2011, title = Building high-level features using large scale unsupervised learning, authors = Quoc V. Le and Marc'Aurelio Ranzato and Rajat Monga and Matthieu Devin and Kai Chen and Greg S. Corrado and Jeff Dean and Andrew Y Ng, year = 2011, journal = ArXiv, month = 12, URL = http://arxiv.org/pdf/1112.6209, }
@inproceedings{Das2011, title = Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections, authors = Dipanjan Das and Slav Petrov, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 600--609, URL = http://www.aclweb.org/anthology/P11-1061, }
@electronic{Park2011, title = Effects of Everyday Romantic Goal Pursuit on Women's Attitudes Toward Math and Science, authors = Lora E Park and Ariana F Young and Jordan D Troisi and Rebecca T Pinkus, year = 2011, booktitle = Personality and Social Psychology Bulletin, month = 05, volume = 37, URL = http://www.buffalo.edu/news/pdf/August11/ParkRomanticAttitudes.pdf, }
@inproceedings{Oh2011, title = A Large-scale Benchmark Dataset for Event Recognition in Surveillance Video, authors = Sangmin Oh and Anthony Hoogs and Amitha Perera and Naresh Cuntoor and Chia-chih Chen and Jong Taek Lee and Saurajit Mukherjee and J. K. Aggarwal and Hyungtae Lee and Larry Davis and Eran Swears and Xioyang Wang and Qiang Ji and Kishore Reddy and Mubarak Shah and Carl Vondrick and Hamed Pirsiavash, year = 2011, booktitle = 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), }
@article{Platt2011, title = Using Analytic QP and Sparseness to Speed Training of Support Vector Machines, authors = John C Platt, year = 2011, journal = Advances in Neural Information Processing Systems, month = 01, pages = 1--8, }
@article{Leibo2011, title = Why The Brain Separates Face Recognition From Object Recognition, authors = Joel Z Leibo and Jim Mutch and Tomaso Poggio, year = 2011, journal = Advances in Neural Information Processing Systems, month = 01, pages = 1--9, URL = http://cbcl.mit.edu/publications/ps/Leibo_Mutch_Poggio_face_invar_v08_cam_rdy_letter_Dec2011.pdf, }
@article{Krasinski2011, title = Autonomous push-down automaton built on DNA, authors = Tadeusz Krasinski and Sebastian Sakowski and Tomasz Poplawski, year = 2011, journal = arXiv, month = 11, URL = http://arxiv.org/pdf/1111.5807, }
@inproceedings{Schwartz2011, title = Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation, authors = Roy Schwartz and Omri Abend and Roi Reichart and Ari Rappoport, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 663--672, URL = http://www.cs.huji.ac.il/~roys02/papers/ned_camera_ready.pdf, }
@inproceedings{Hall2011, title = Training dependency parsers by jointly optimizing multiple objectives, authors = Keith Hall and Ryan McDonald and Jason Katz-Brown and Michael Ringgaard, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, URL = http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/en/us/pubs/archive/37115.pdf, }
@inproceedings{Bodenstab2011, title = Beam-Width Prediction for Efficient Context-Free Parsing, authors = Nathan Bodenstab and Aaron Dunlop and Keith Hall and Brian Roark, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 440--449, URL = http://www.aclweb.org/anthology/P/P11/P11-1045, }
@inproceedings{Connor2011, title = Online Latent Structure Training for Language Acquisition, authors = Michael Connor and Cynthia Fisher and Dan Roth, year = 2011, booktitle = Twenty-Second International Joint Conferences on Artificial Intelligence, month = 01, URL = http://cogcomp.cs.illinois.edu/papers/ConnorFiRo11.pdf, }
@inproceedings{Goldwasser2011, title = Confidence Driven Unsupervised Semantic Parsing, authors = Dan Goldwasser and Roi Reichart and James Clarke and Dan Roth, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, URL = https://netfiles.uiuc.edu/goldwas1/shared/publications/ACL11.pdf, }
@inproceedings{Goldwasser2011, title = Learning From Natural Instructions, authors = Dan Goldwasser and Dan Roth, year = 2011, booktitle = Twenty-Second International Joint Conferences on Artificial Intelligence, month = 01, URL = https://netfiles.uiuc.edu/goldwas1/shared/publications/ijcai2011.pdf, }
@phdthesis{Connor2011, title = Minimal Supervision for Language Learning: Bootstrapping Global Patterns from Local Knowledge, authors = Michael Connor and Dan Roth, year = 2011, school = University of Illinois at Urbana-Champaign, URL = http://cogcomp.cs.illinois.edu/papers/Connor11.pdf, }
@inproceedings{Tellex2011, title = Understanding natural language commands for robotic navigation and mobile manipulation, authors = Stefanie Tellex and Thomas Kollar and Steven Dickerson and Matthew R Walter and Ashis Gopal Banerjee and Seth Teller and Nicholas Roy, year = 2011, booktitle = Proceedings of the National Conference on Artificial Intelligence, }
@article{Pusey2011, title = The quantum state cannot be interpreted statistically, authors = Matthew F Pusey and Jonathan Barrett and Terry Rudolph, year = 2011, journal = arXiv, month = 11, pages = 1--7, URL = http://xxx.lanl.gov/PS_cache/arxiv/pdf/1111/1111.3328v1.pdf, }
@article{Lany2011, title = Interactions between statistical and semantic information in infant language development, authors = Jill Lany and Jenny R Saffran, year = 2011, journal = Developmental Science, month = 08, number = 5, pages = 1207--1219, volume = 14, doi = 10.1111/j.1467-7687.2011.01073.x/full, }
@inproceedings{Kuhlmann2011, title = Dynamic Programming Algorithms for Transition-Based Dependency Parsers, authors = Marco Kuhlmann and Carlos G{\'o}mez-Rodr{\'\\i}guez and Giorgio Satta, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 673--682, URL = http://www.aclweb.org/anthology/P/P11/P11-1068, }
@inproceedings{Crescenzi2011, title = Optimal Head-Driven Parsing Complexity for Linear Context-Free Rewriting Systems, authors = Pierluigi Crescenzi and Daniel Gildea and Andrea Marino and Gianluca Rossi and Giorgio Satta, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 450--459, URL = http://www.aclweb.org/anthology/P/P11/P11-1046, }
@inproceedings{Nederhof2011, title = Prefix Probability for Probabilistic Synchronous Context-Free Grammars, authors = Mark-Jan Nederhof and Giorgio Satta, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 460--469, URL = http://www.aclweb.org/anthology/P/P11/P11-1047, }
@inproceedings{Eisenstein2011, title = Sparse Additive Generative Models of Text, authors = Jacob Eisenstein and Amr Ahmed and Eric P Xing and Lise Getoor and Tobias Scheffer, year = 2011, booktitle = International conference on Machine learning, month = 06, pages = 1041--1048, }
@article{Gelman2011, title = Philosophy and the practice of Bayesian statistics, authors = Andrew Gelman and Cosma Shalizi, year = 2011, journal = arXiv, month = 06, URL = http://arxiv.org/pdf/1006.3868v4.pdf, }
@inbook{Shalizi2011, title = Logistic Regression and Newton's Method, authors = Cosma Shalizi, year = 2011, booktitle = Advanced Data Analysis from an Elementary Point of View, month = 03, pages = 1--15, }
@inbook{Shalizi2011, title = Graphical Models, authors = Cosma Shalizi, year = 2011, booktitle = Advanced Data Analysis from an Elementary Point of View, month = 04, pages = 1--18, }
@article{Duchi2011, title = Adaptive Subgradient Methods for Online Learning and Stochastic Optimization, authors = John Duchi and Elad Hazan and Yoram Singer, year = 2011, journal = The Journal of Machine Learning Research, month = 07, pages = 2121--2159, URL = http://www.magicbroom.info/Papers/DuchiHaSi10.pdf, }
@inproceedings{Kearns2011, title = Near-Optimal Reinforcement Learning in Polynomial Time, authors = Michael Kearns and Satinder Singh, year = 2011, booktitle = International conference on Machine learning, month = 02, pages = 260--268, }
@inproceedings{Gimpel2011, title = Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments, authors = Kevin Gimpel and Nathan Schneider and Brendan O'Conor and Dipanjan Das and Daniel Mills and Jacob Eisenstein and Michael Heilman and Dani Yogatama and Jeffrey Flanigan and Noah A Smith, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, URL = http://www.ark.cs.cmu.edu/TweetNLP/gimpel+etal.acl11.pdf, }
@book{Smith2011, title = Linguistic Structure Prediction, authors = Noah A Smith, year = 2011, booktitle = Linguistic Structure Prediction, month = 05, number = 2, pages = 1--274, volume = 4, doi = 10.2200/S00361ED1V01Y201105HLT013, }
@inproceedings{Cohen2011, title = Unsupervised structure prediction with non-parallel multilingual guidance, authors = Shay B Cohen and Dipanjan Das and Noah A Smith, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, pages = 50--61, URL = http://dl.acm.org/citation.cfm?id, }
@article{Cohen2011, title = Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning, authors = Shay B Cohen and Noah A Smith, year = 2011, journal = Computational Linguistics, month = 12, }
@article{Ahmed2011, title = Graphical Models for the Internet Part 1, authors = Amr Ahmed and Alexander Smola, year = 2011, journal = Advances in Neural Information Processing Systems, month = 01, URL = http://alex.smola.org/talks/nips2011/part1.pdf, }
@article{Ahmed2011, title = Graphical Models for the Internet Part 2, authors = Amr Ahmed and Alexander Smola, year = 2011, journal = Advances in Neural Information Processing Systems, month = 01, URL = http://alex.smola.org/talks/nips2011/part2.pdf, }
@article{Marchena2011, title = Mutual exclusivity in autism spectrum disorders: Testing the pragmatic hypothesis, authors = Ashley de Marchena and Inge-Marie Eigsti and Amanda Worek and Kim Emiko Ono and Jesse Snedeker, year = 2011, journal = Cognition, month = 04, number = 1, pages = 96--113, volume = 119, doi = 10.1016/j.cognition.2010.12.011, }
@article{Yuan2011, title = Counting the Nouns: Simple Structural Cues to Verb Meaning, authors = Sylvia Yuan and Cynthia Fisher and Jesse Snedeker, year = 2011, month = 11, pages = 1--47, URL = https://mail.google.com/mail/?ui, }
@inproceedings{Sogaard2011, title = Semi-supervised condensed nearest neighbor for part-of-speech tagging, authors = Anders Sogaard, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 48--52, URL = http://www.aclweb.org/anthology/P11-2009, }
@inproceedings{Sogaard2011, title = From ranked words to dependency trees: two-stage unsupervised non-projective dependency parsing, authors = Anders Sogaard, year = 2011, booktitle = TextGraphs-6 Workshop, month = 06, URL = http://www.aclweb.org/anthology-new/W/W11/W11-1109.pdf, }
@inproceedings{Thomforde2011, title = Semi-supervised CCG Lexicon Extension, authors = Emily Thomforde and Mark Steedman, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, pages = 1246--1256, URL = http://www.aclweb.org/anthology/D11-1115.pdf, }
@inproceedings{Kwiatkowski2011, title = Lexical Generalization in CCG Grammar Induction for Semantic Parsing, authors = Tom Kwiatkowski and Luke S Zettlemoyer and Sharon Goldwater and Mark Steedman, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, pages = 1512--1523, URL = http://www.cs.washington.edu/homes/lsz/papers/kzgs-emnlp2011.pdf, }
@inproceedings{Christodoulopoulos2011, title = A Bayesian Mixture Model for Part-of-Speech Induction Using Multiple Features, authors = Christos Christodoulopoulos and Sharon Goldwater and Mark Steedman, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, URL = http://homepages.inf.ed.ac.uk/s0787820/papers/christodoulopoulos_11_bayesian.pdf, }
@inproceedings{Boonkwan2011, title = Grammar Induction from Text Using Small Syntactic Prototypes, authors = Prachya Boonkwan and Mark Steedman, year = 2011, booktitle = Proceedings of 5th International Joint Conference on Natural Language Processing, month = 11, pages = 438--446, }
@inproceedings{Kulesza2011, title = Learning Determinantal Point Processes, authors = Alex Kulesza and Ben Taskar, year = 2011, booktitle = Uncertainty in Artificial Intelligence, month = 01, URL = https://arxiv.org/abs/1202.3738, }
@article{Graca2011, title = Controlling Complexity in Part-of-Speech Induction, authors = Jo{\~a}o V Graca and Kuzman Ganchev and Lu{\'\\i}sa Coheur and Fernando Pereira and Ben Taskar, year = 2011, journal = Journal of Artificial Intelligence Research, month = 01, pages = 527--551, URL = http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/en/us/pubs/archive/38280.pdf, }
@inproceedings{Kulesza2011, title = k-DPPs: Fixed-Size Determinantal Point Processes, authors = Alex Kulesza and Ben Taskar, year = 2011, booktitle = International conference on Machine learning, month = 01, URL = http://www.seas.upenn.edu/~taskar/pubs/kdpps_icml11.pdf, }
@article{Gillenwater2011, title = Posterior Sparsity in Unsupervised Dependency Parsing, authors = Jennifer Gillenwater and Kuzman Ganchev and Jo{\~a}o V Graca and Fernando Pereira and Ben Taskar, year = 2011, journal = The Journal of Machine Learning Research, month = 02, pages = 455--490, volume = 12, URL = http://www.seas.upenn.edu/~taskar/pubs/unsup_parsing_jmlr.pdf, }
@article{Orbanz2011, title = Modern Bayesian Nonparametrics, authors = Peter Orbanz and Yee-Whye Teh, year = 2011, journal = Advances in Neural Information Processing Systems, month = 01, URL = http://www.gatsby.ucl.ac.uk/~ywteh/teaching/npbayes/nips2011.pdf, }
@article{Wood2011, title = The sequence memoizer, authors = Frank Wood and Jan Gasthaus and C{\'e}dric Archambeau and Lancelot James and Yee-Whye Teh, year = 2011, journal = Communications of the ACM, month = 02, number = 2, pages = 91, volume = 54, URL = http://portal.acm.org/citation.cfm?doid, }
@article{Teh2011, title = Introduction to Bayesian Nonparametrics, authors = Yee-Whye Teh, year = 2011, journal = MLSS, month = 09, pages = 1--204, URL = http://videolectures.net/mlss2011_teh_nonparametrics/, }
@inproceedings{Wu2011, title = Effective Use of Function Words for Rule Generalization in Forest-Based Translation, authors = Xianchao Wu and Takuya Matsuzaki and Jun'ichi Tsujii, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 22--31, URL = http://www.aclweb.org/anthology/P/P11/P11-1003, }
@inproceedings{Shyr2011, title = Supervised hierarchical Pitman-Yor process for natural scene segmentation, authors = Alex Shyr and Trevor Darrell and Michael I Jordan and Raquel Urtasun, year = 2011, booktitle = 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), month = 01, pages = 2281--2288, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@article{Vapnik2011, title = Problems of Empirical Inference in Machine Learning and Philosophy of Science, authors = Vladimir Vapnik, year = 2011, month = 01, URL = http://www.rss-manchester.org/may-18-2005/vapnik.pdf, }
@article{Hsu2011, title = The probabilistic analysis of language acquisition: Theoretical, computational, and experimental analysis, authors = Anne S Hsu and Nick Chater and Paul M B Vit{\'a}nyi, year = 2011, journal = Cognition, month = 09, number = 3, pages = 380--390, volume = 120, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027711000734, }
@inproceedings{Zollmann2011, title = A Word-Class Approach to Labeling PSCFG Rules for Machine Translation, authors = Andreas Zollmann and Stephan Vogel, year = 2011, booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1--11, URL = http://www.aclweb.org/anthology/P/P11/P11-1001, }
@article{Zavitsanos2011, title = Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes, authors = Elias Zavitsanos and Georgios Paliouras and George A Vouros, year = 2011, journal = The Journal of Machine Learning Research, month = 01, URL = http://jmlr.csail.mit.edu/papers/v12/zavitsanos11a.html, }
@book{Sammut2011, title = Encyclopedia of Machine Learning, authors = Claude Sammut and Geoffrey I Webb, year = 2011, month = 01, pages = 1--1059, }
@article{Weinberger2011, title = Web of War, authors = Sharon Weinberger, year = 2011, journal = Nature, month = March, pages = 566 -- 568, volume = 471, URL = http://www.nature.com/news/2011/110330/pdf/471566a.pdf, }
@article{G{\'o}mez-Rodr{\'\\i}guez2011, title = Dependency Parsing Schemata and Mildly Non-Projective Dependency Parsing, authors = Carlos G{\'o}mez-Rodr{\'\\i}guez and John Carroll and David Weir, year = 2011, journal = Computational Linguistics, month = 03, pages = 1--74, doi = 10.1162/COLI_a_00060, }
@inbook{Wexler2011, title = Grammatical Computation in the Optional Infinitive Stage, authors = Ken Wexler, year = 2011, booktitle = Studies in Theoretical Psycholinguistics, month = 07, number = Chapter 3, pages = 53--118, volume = 41, doi = 10.1007/978-94-007-1688-9_3, }
@article{Xu2011, title = Towards Optimal One Pass Large Scale Learning with Averaged Stochastic Gradient Descent, authors = Wei Xu, year = 2011, journal = arXiv, month = 07, URL = http://arxiv.org/pdf/1107.2490, }
@book{Campbell2011, title = Learning with Support Vector Machines, authors = Colin Campbell and Yiming Ying, year = 2011, month = 02, pages = 1--96, doi = 10.2200/S00324ED1V01Y201102AIM010, }
@inproceedings{Artzi2011, title = Bootstrapping Semantic Parsers from Conversations, authors = Yoav Artzi and Luke S Zettlemoyer, year = 2011, booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, month = 07, URL = http://www.google.com/url?sa, }
@inproceedings{Zhai2012, title = Mr. LDA: A Flexible Large Scale Topic Modeling Package using Variational Inference in MapReduce, authors = Ke Zhai and Jordan Boyd-Graber and Nima Asadi and Mohamad L Alkhouja, year = 2012, booktitle = International Conference on World Wide Web, month = 01, pages = 879--888, URL = http://dl.acm.org/citation.cfm?doid, }
@inproceedings{Sirts2012, title = A Hierarchical Dirichlet Process Model for Joint Part-of-Speech and Morphology Induction, authors = Kairit Sirts and Tanel Alum{\"a}e, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 407--416, URL = http://aclweb.org/anthology-new/N/N12/N12-1045.pdf, }
@inproceedings{Tsarfaty2012, title = Joint Evaluation of Morphological Segmentation and Syntactic Parsing, authors = Reut Tsarfaty and Joakim Nivre and Evelina Andersson, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 6--10, URL = http://aclweb.org/anthology-new/P/P12/P12-2002.pdf, }
@phdthesis{Auli2012, title = Integrated Supertagging and Parsing, authors = Michael Auli, year = 2012, school = University of Edinburgh, month = 01, URL = http://homepages.inf.ed.ac.uk/s0453934/papers/michael.auli.thesis.pdf, }
@article{Roux2012, title = A Stochastic Gradient Method with an Exponential Convergence Rate for Strongly-Convex Optimization with Finite Training Sets, authors = Nicolas Le Roux and Mark Schmidt and Francis Bach, year = 2012, journal = ArXiv, month = July, URL = http://hal.inria.fr/docs/00/71/50/15/PDF/sag_arxiv.pdf, }
@inproceedings{Nyga2012, title = Everything Robots Always Wanted to Know about Housework (But were afraid to ask), authors = Daniel Nyga and Michael Beetz, year = 2012, booktitle = {2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, month = October, 7--12, URL = http://ieeexplore.ieee.org/stamp/stamp.jsp?tp, }
@inproceedings{Hohensee2012, title = Getting More from Morphology in Multilingual Dependency Parsing, authors = Matt Hohensee and Emily M. Bender, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 315--326, URL = http://www.aclweb.org/anthology/N/N12/N12-1032, }
@inproceedings{Bender2012, title = 100 Things You Always Wanted to Know about Linguistics But Were Afraid to Ask, authors = Emily M. Bender, year = 2012, booktitle = North American chapter of the Association for Computational Linguistics conference, month = 06, URL = http://faculty.washington.edu/ebender/papers/100things.pdf, }
@inproceedings{Dodge2012, title = Detecting Visual Text, authors = Jesse Dodge and Amit Goyal and Xufeng Han and Alyssa Mensch and Margaret Mitchell and Karl Stratos and Kota Yamaguchi and Yejin Choi and Hal Daum{\'e}III and Alexander C Berg and Tamara L Berg, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 762--772, URL = http://www.aclweb.org/anthology/N/N12/N12-1094, }
@article{Pingali2012, title = Parsing with Pictures, authors = Keshav Pingali and Gianfranco Bilardi, year = 2012, month = 01, URL = http://apps.cs.utexas.edu/tech_reports/reports/tr/TR-2102.pdf, }
@inproceedings{Wang2012, title = Truncation-free Stochastic Variational Inference for Bayesian Nonparametric Models, authors = Chong Wang and David M Blei, year = 2012, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://www.cs.cmu.edu/~chongw/papers/WangBlei2012-nips.pdf, }
@article{Gershman2012, title = Nonparametric variational inference, authors = Samuel Gershman and Matt Hoffman and David M Blei, year = 2012, journal = International conference on Machine learning, month = 06, URL = http://arxiv.org/pdf/1206.4665, }
@article{Blei2012, title = Probabilistic Topic Models, authors = David M Blei, year = 2012, journal = International conference on Machine learning, month = 01, URL = http://www.cs.princeton.edu/~blei/papers/icml-2012-tutorial.pdf, }
@inproceedings{Levenberg2012, title = A Bayesian Model for Learning SCFGs with Discontiguous Rules, authors = Abby Levenberg and Chris Dyer and Phil Blunsom, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 223--232, URL = http://aclweb.org/anthology-new/D/D12/D12-1021.pdf, }
@inproceedings{Carter2012, title = Exact Sampling and Decoding in High-Order Hidden Markov Models, authors = Simon Carter and Marc Dymentman and Guilllaume Bouchard, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 1125--1134, URL = http://aclweb.org/anthology-new/D/D12/D12-1103.pdf, }
@article{Duff2012, title = The hippocampus and the flexible use and processing of language, authors = Melissa C Duff and Sarah Brown-Schmidt, year = 2012, journal = Frontiers in Human Neuroscience, month = 01, pages = 69, volume = 6, doi = 10.3389/fnhum.2012.00069/full, }
@inproceedings{Zbib2012, title = Machine Translation of Arabic Dialects, authors = Rabih Zbib and Erika Malchiodi and Jacob Devlin and David Stallard and Spyros Matsoukas and Richard Schwartz and John Makhoul and Omar F Zaidan and Chris Callison-Burch, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 49--59, }
@inproceedings{Swanson2012, title = Native Language Detection with Tree Substitution Grammars, authors = Ben Swanson and Eugene Charniak, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 193--197, URL = http://www.aclweb.org/anthology/P/P12/P12-2038.pdf, }
@article{Attaman2012, title = Dietary fat and semen quality among men attending a fertility clinic, authors = Jill A. Attaman and Thomas L. Toth and Jeremy Furtado and Hannia Campos and Russ Hauser and Jorge E. Chavarro, year = 2012, journal = Human Reproduction, month = 03, pages = 1--9, volume = 0, URL = http://humrep.oxfordjournals.org/content/early/2012/03/08/humrep.des065.short, }
@inproceedings{Chen2012, title = Fast Online Lexicon Learning for Grounded Language Acquisition, authors = David Chen, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 430--439, URL = http://www.aclweb.org/anthology/P/P12/P12-1045.pdf, }
@article{Frank2012, title = How hierarchical is language use?, authors = Stefan L Frank and Rens Bod and Morten H Christiansen, year = 2012, journal = Proceedings of the Royal Society B: Biological Sciences, month = 11, number = 1747, pages = 4522--4531, volume = 279, URL = http://rspb.royalsocietypublishing.org.proxy2.library.illinois.edu/content/279/1747/4522.full, }
@inproceedings{Chrupa{\l}a2012, title = Hierarchical clustering of word class distributions, authors = Grzegorz Chrupa{\l}a, year = 2012, booktitle = NAACL HLT Workshop on Induction of Linguistic Structure, month = 06, pages = 100--104, }
@inproceedings{Alishahi2012, title = Concurrent Acquisition of Word Meaning and Lexical Categories, authors = Afra Alishahi and Grzegorz Chrupa{\l}a, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 634--654, URL = http://aclweb.org/anthology-new/D/D12/D12-1059.pdf, }
@inbook{Clark2012, title = Vector Space Models of Lexical Meaning, authors = Stephen Clark, year = 2012, booktitle = Handbook of Contemporary Semantics, month = 09, URL = http://www.cl.cam.ac.uk/~sc609/pubs/sem_handbook.pdf, }
@article{Click2012, title = Experiences With Debugging Data Races, authors = Cliff Click, year = 2012, journal = I2PC, month = 07, URL = https://wiki.engr.illinois.edu/download/attachments/202146190/2008_DebugDataRace_CliffClick.pdf?version, }
@inproceedings{Cohen2012, title = Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs, authors = Shay B Cohen and Michael Collins, year = 2012, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://books.nips.cc/papers/files/nips25/NIPS2012_1208.pdf, }
@article{Karr2012, title = A Whole-Cell Computational Model Predicts Phenotype from Genotype, authors = Jonathan R Karr and Jayodita C Sanghvi and Derek N Macklin and Miriam V Gutschow and Jared M Jacobs and Benjamin Bolival Jr. and Nacyra Assad-Garcia and John I Glass and Markus W Covert, year = 2012, journal = Cell, month = 07, number = 2, pages = 389--401, volume = 150, URL = http://linkinghub.elsevier.com/retrieve/pii/S0092867412007763, }
@inproceedings{Mejer2012, title = Training Dependency Parser Using Light Feedback, authors = Avihai Mejer and Koby Crammer, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 488--497, URL = http://www.aclweb.org/anthology/N/N12/N12-1053, }
@inproceedings{Mejer2012, title = Are You Sure? Confidence in Prediction of Dependency Tree Edges, authors = Avihai Mejer and Koby Crammer, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 573--576, URL = http://www.aclweb.org/anthology/N/N12/N12-1068, }
@article{Altmann2012, title = On the origin of long-range correlations in texts, authors = Eduardo G Altmann and Giampaolo Cristadoro, year = 2012, journal = Proceedings of the National Academy of Sciences, month = 07, URL = http://www.pnas.org/content/early/2012/06/25/1117723109, }
@inproceedings{Tse2012, title = The Challenges of Parsing Chinese with Combinatory Categorial Grammar, authors = Daniel Tse and James Curran, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 295--304, URL = http://www.aclweb.org/anthology/N/N12/N12-1030, }
@inproceedings{Ng2012, title = Dependency Hashing for n-best CCG Parsing, authors = Dominick Ng and James Curran, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 497--505, URL = http://www.aclweb.org/anthology/P/P12/P12-1052.pdf, }
@inproceedings{Kummerfeld2012, title = Robust Conversion of CCG Derivations to Phrase Structure Trees, authors = Jonathan K. Kummerfeld and Dan Klein and James Curran, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 105--109, URL = http://www.aclweb.org/anthology/P/P12/P12-2021.pdf, }
@inproceedings{Kim2012, title = Improving Combinatory Categorial Grammar Parse Reranking with Dependency Grammar Features, authors = Sunghwan Mac Kim and Dominick Ng and Mark Johnson and James Curran, year = 2012, booktitle = Proceedings of COLING 2012: Technical Papers, month = 12, pages = 1441--1458, URL = http://rp-www.cs.usyd.edu.au/~dong7223/docs/coling2012.pdf, }
@inproceedings{Weismani2012, title = Learning Verb Inference Rules from Linguistically-Motivated Evidence, authors = Hila Weismani and Jonathan Berant and Idan Szpektor and Ido Dagani, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 194--204, URL = http://aclweb.org/anthology-new/D/D12/D12-1018.pdf, }
@article{Domingos2012, title = A Few Useful Things to Know about Machine Learning, authors = Pedro Domingos, year = 2012, journal = CACM, month = 10, pages = 78--87, volume = 55, URL = http://homes.cs.washington.edu/~pedrod/papers/cacm12.pdf, }
@inproceedings{Doersch2012, title = What Makes Paris Look like Paris?, authors = Carl Doersch and Saurabh Singh and Abhinav Gupta and Josef Sivic and Alexei A Efros, year = 2012, booktitle = Association for Computing Machinery's Special Interest Group on Graphics and Interactive Techniques, month = 08, URL = http://graphics.cs.cmu.edu/projects/whatMakesParis/paris_sigg_reduced.pdf, }
@article{Singh2012, title = Unsupervised Discovery of Mid-Level Discriminative Patches, authors = Saurabh Singh and Abhinav Gupta and Alexei A Efros, year = 2012, journal = arXiv, month = 05, URL = http://arxiv.org/abs/1205.3137, }
@inproceedings{Elsner2012, title = Bootstrapping a Unified Model of Lexical and Phonetic Acquisition, authors = Micha Elsner and Sharon Goldwater and Jacob Eisenstein, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 1840193, URL = http://aclweb.org/anthology-new/P/P12/P12-1020.pdf, }
@inproceedings{Smith2012, title = Unsupervised Learning on an Approximate Corpus, authors = Jason Smith and Jason Eisner, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 131--141, }
@article{Erk2012, title = Vector Space Models of Word Meaning and Phrase Meaning: A Survey, authors = Katrin Erk, year = 2012, journal = Language and Linguistics Compass, month = 10, number = 10, pages = 635--653, volume = 6, doi = 10.1002/lnco.362, }
@article{Gervain2012, title = The statistical signature of morphosyntax: A study of Hungarian and Italian infant-directed speech, authors = Judit Gervain and Ram{\'o}n Guevara Erra, year = 2012, journal = Cognition, month = 11, number = 2, pages = 263--287, volume = 125, doi = 10.1016/j.cognition.2012.06.010, }
@inproceedings{Mausam2012, title = Open Language Learning for Information Extraction, authors = Mausam and Michael Schmitz and Stephen Soderland and Robert Bart and Oren Etzioni, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 523--534, URL = http://www.aclweb.org/anthology/D12-1048, }
@inproceedings{Rasooli2012, title = Fast Unsupervised Dependency Parsing with Arc-Standard Transitions, authors = Mohammad Sadegh Rasooli and Heshaam Faili, year = 2012, booktitle = Proceedings of the Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP, month = 04, pages = 1--9, URL = http://www.aclweb.org/anthology/W12-0701, }
@inproceedings{Agarwal2012, title = Learning to rank for robust question answering, authors = Arvind Agarwal and Hema Raghavan and Karthik Subbian and Prem Melville and Richard D Lawrence and David C Gondek and James Fan, year = 2012, booktitle = the 21st ACM international conference, month = 01, pages = 833, URL = http://dl.acm.org/citation.cfm?doid, }
@inproceedings{Deng2012, title = Hedging Your Bets: Optimizing Accuracy-Specificity Trade-offs in Large Scale Visual Recognition, authors = Jia Deng and Jonathan Krause and Alexander C Berg and Li Fei-Fei, year = 2012, booktitle = CVPR, URL = http://vision.stanford.edu/documents/DengKrauseBergFei-Fei_CVPR2012.pdf, }
@article{Fillmore2012, title = Encounters with Language, authors = Charles J Fillmore, year = 2012, journal = Computational Linguistics, month = 09, pages = 1--30, doi = 10.1162/COLI_a_00129, }
@article{Matuszek2012, title = Learning to Parse Natural Language Commands to a Robot Control System, authors = Cynthia Matuszek and Evan Herbst and Luke Zettlemoyer and Dieter Fox, year = 2012, journal = ISER, }
@inproceedings{Matuszek2012, title = A Joint Model of Language and Perception for Grounded Attribute Learning, authors = Cynthia Matuszek and Nicholas FitzGerald and Luke S Zettlemoyer and Liefeng Bo and Dieter Fox, year = 2012, booktitle = International conference on Machine learning, month = 06, URL = http://nfitz.net//papers/pdf/MatuszekICML2012.pdf, }
@inproceedings{Johnson2012, title = Exploiting Social Information in Grounded Language Learning via Grammatical Reductions, authors = Mark Johnson and Katherine Demuth and Michael C Frank, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 883--891, URL = http://aclweb.org/anthology-new/P/P12/P12-1093.pdf, }
@article{Ausl{\"a}nder2012, title = Programmable single-cell mammalian biocomputers, authors = Simon Ausl{\"a}nder and David Ausl{\"a}nder and Marius M{\"u}ller and Markus Wieland and Martin Fussenegger, year = 2012, journal = Nature, month = 06, doi = 10.1038/nature11149, }
@article{Huth2012, title = A Continuous Semantic Space Describes the Representation of Thousands of Object and Action Categories across the Human Brain, authors = Alexander G Huth and Shinji Nishimoto and An T Vu and Jack L Gallant, year = 2012, journal = Neuron, month = 12, number = 6, pages = 1210--1224, volume = 76, URL = http://linkinghub.elsevier.com/retrieve/pii/S0896627312009348, }
@article{Frank2012, title = Verbal interference suppresses exact numerical representation, authors = Michael C Frank and Evelina Fedorenko and Peter Lai and Rebecca Saxe and Edward Gibson, year = 2012, journal = Cognitive Psychology, month = 02, number = 1-2, pages = 74--92, volume = 64, doi = 10.1016/j.cogpsych.2011.10.004, }
@inproceedings{Zhang2012, title = Learning to Map into a Universal POS Tagset, authors = Yuan Zhang and Roi Reichart and Regina Barzilay and Amir Globerson, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 1368--1378, URL = http://aclweb.org/anthology-new/D/D12/D12-1125.pdf, }
@inproceedings{Naseem2012, title = Selective Sharing for Multilingual Dependency Parsing, authors = Tahira Naseem and Regina Barzilay and Amir Globerson, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 629--637, URL = http://www.aclweb.org/anthology/P/P12/P12-1066.pdf, }
@article{Frank2012, title = Predicting Pragmatic Reasoning in Language Games, authors = Michael C. Frank and Noah D. Goodman, year = 2012, journal = Science, number = 6084, pages = 998--998, volume = 336, doi = 10.1126/science.1218633, URL = https://science.sciencemag.org/content/336/6084/998, }
@inproceedings{Gelling2012, title = The PASCAL Challenge on Grammar Induction, authors = Douwe Gelling and Trevor Cohn and Phil Blunsom and Jo{\~a}o V Graca, year = 2012, booktitle = NAACL HLT Workshop on Induction of Linguistic Structure, month = 06, pages = 64--80, URL = http://file://localhost/Volumes/ACL_2012/NAACL-HLT-2012/WILS/pdf/WILS09.pdf, }
@inproceedings{Huang2012, title = Structured Perceptron with Inexact Search, authors = Liang Huang and Suphan Fayong and Yang Guo, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 142--151, }
@article{Lany2012, title = Probabilistically Cued Patterns Trump Perfect Cues in Statistical Language Learning, authors = Jill Lany and Rebecca L G{\'o}mez, year = 2012, journal = Language Learning and Development, month = 11, pages = 1--22, doi = 10.1080/15475441.2012.685826, }
@inproceedings{Lou2012, title = Structured Learning from Partial Annotations, authors = Xinghua Lou and Fred A Hamprecht, year = 2012, booktitle = Proceedings of the 29th International Conference on Machine Learning, month = 01, URL = http://icml.cc/2012/papers/753.pdf, }
@article{Moss-Racusin2012, title = Science faculty's subtle gender biases favor male students, authors = Corinne A Moss-Racusin and John F Dovidio and Victoria L Brescoll and Mark J Graham and Jo Handelsman, year = 2012, journal = Proceedings of the National Academy of Sciences, month = 01, URL = http://www.pnas.org/content/early/2012/09/14/1211286109.full.pdf, }
@electronic{Hayes2012, title = The Manifest Destiny of Artificial Intelligence, authors = Brian Hayes, year = 2012, booktitle = American Scientist, month = 07, pages = 282--287, URL = http://www.americanscientist.org/libraries/documents/2012612149269144-2012-07Hayes.pdf, }
@inproceedings{Garg2012, title = Unsupervised Semantic Role Induction with Global Role Ordering, authors = Nikhil Garg and James Henderson, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 145--149, URL = http://www.aclweb.org/anthology/P/P12/P12-2029.pdf, }
@article{Heumann2012, title = Deterministic Parallel Java, authors = Stephen Heumann, year = 2012, journal = I2PC, month = 07, URL = https://wiki.engr.illinois.edu/download/attachments/202146190/DPJ-lecture.pdf?version, }
@book{Steels2012, title = Language Grounding in Robots, authors = Luc Steels and Manfred Hild, year = 2012, month = 01, doi = 10.1007/978-1-4614-3064-3, }
@inproceedings{Krizhevsky2012, title = ImageNet Classification with Deep Convolutional Neural Networks, authors = Alex Krizhevsky and Ilya Sutskever and Geoffrey E Hinton, year = 2012, booktitle = Advances in Neural Information Processing Systems 25, pages = 1097--1105, URL = http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf, }
@inproceedings{Feng2012, title = Extending the Entity-based Coherence Model with Multiple Ranks, authors = Vanessa Wei Feng and Graeme Hirst, year = 2012, booktitle = Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, month = 04, pages = 315--324, URL = http://www.aclweb.org/anthology/E12-1032, }
@inproceedings{Bisk2012, title = Simple Robust Grammar Induction with Combinatory Categorial Grammars, authors = Yonatan Bisk and Julia Hockenmaier, year = 2012, booktitle = Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12), month = 07, pages = 1643--1649, URL = http://www.yonatanbisk.com/papers/2012-AAAI.pdf, }
@inproceedings{Bisk2012, title = Induction of Linguistic Structure with Combinatory Categorial Grammars, authors = Yonatan Bisk and Julia Hockenmaier, year = 2012, booktitle = NAACL HLT Workshop on Induction of Linguistic Structure, month = 06, pages = 90--95, URL = https://www.aclweb.org/anthology/W12-1912/, }
@article{Rispoli2012, title = Sequence and System in the Acquisition of Tense and Agreement, authors = M Rispoli and P A Hadley and J K Holt, year = 2012, journal = Journal of Speech, Language and Hearing Research, month = 08, number = 4, pages = 1007--1021, volume = 55, doi = 10.1044/1092-4388(2011/10-0272), }
@article{Pan2012, title = Red Meat Consumption and Mortality: Results From 2 Prospective Cohort Studies, authors = An Pan and Qi Sun and Adam M. Bernstein and Matthias B. Schulze and JoAnn E. Manson and Meir J. Stampfer and Walter C. Willett and Frank B. Hu, year = 2012, journal = Archives of Internal Medicine, month = 03, pages = archinternmed.2011.2287v1, URL = http://archinte.ama-assn.org/cgi/content/full/archinternmed.2011.2287v1, }
@article{Hudson2012, title = River Trail: Adding Data Parallelism to JavaScript, authors = Richard Hudson, year = 2012, journal = I2PC, month = 07, URL = https://wiki.engr.illinois.edu/download/attachments/202146190/Lec15_ParallelJavaScript.pdf?version, }
@inproceedings{Gupta2012, title = Choosing Linguistics over Vision to Describe Images, authors = Ankush Gupta and Yashaswi Verma and C V Jawahar, year = 2012, booktitle = Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12), month = 07, pages = 606--612, URL = http://www.aaai.org/ocs/index.php/AAAI/AAAI12/paper/viewFile/5039/5245, }
@article{Johnson2012, title = Spectral Algorithm for Learning Hidden Markov Model Predictive State Representations, authors = Matthew James Johnson, year = 2012, journal = arXiv, month = 04, URL = http://arxiv.org/abs/1204.2477, }
@article{Paisley2012, title = Nested Hierarchical Dirichlet Processes, authors = John Paisley and Chong Wang and David M Blei and Michael I Jordan, year = 2012, journal = ArXiv, month = 10, URL = http://arxiv.org/abs/1210.6738, }
@article{Miller2012, title = The Phylogenetic Indian Buffet Process: A Non-Exchangeable Nonparametric Prior for Latent Features, authors = Kurt T Miller and Thomas L Griffiths and Michael I Jordan, year = 2012, journal = International conference on Machine learning, month = 06, URL = http://arxiv.org/pdf/1206.3279, }
@inproceedings{Vogel2012, title = He Said, She Said: Gender in the ACL Anthology, authors = Adam Vogel and Daniel Jurafsky, year = 2012, booktitle = Proceedings of the ACL-2012 Special Workshop on Rediscovering 50 Years of Discoveries, month = 07, pages = 33--41, URL = http://www.aclweb.org/anthology/W12-3204, }
@inproceedings{Spitkovsky2012, title = Three Dependency-and-Boundary Models for Grammar Induction, authors = Valentin I Spitkovsky and Hiyan Alshawi and Daniel Jurafsky, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, URL = http://www.stanford.edu/~vals/pubs/dbm.pdf, }
@inproceedings{Angeli2012, title = Parsing Time: Learning to Interpret Time Expressions, authors = Gabor Angeli and Christopher D Manning and Daniel Jurafsky, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 446--455, URL = http://www.aclweb.org/anthology/N/N12/N12-1049, }
@article{Katz2012, title = Noam Chomsky on Where Artificial Intelligence Went Wrong, authors = Yarden Katz, year = 2012, journal = The Atlantic, month = 11, pages = 1--16, }
@article{Hennig2012, title = Quasi-Newton Methods: A New Direction, authors = Philipp Hennig and Martin Kiefel, year = 2012, journal = International conference on Machine learning, month = 06, URL = http://arxiv.org/pdf/1206.4602, }
@article{Hinton2012, title = Deep Neural Networks for Acoustic Modeling in Speech Recognition, authors = Geoffrey Hinton and Li Deng and Dong Yu and Abdel-rahman Mohamed and Navdeep Jaitly and Andrew Senior and Vincent Vanhoucke and Patrick Nguyen and Tara Sainath George Dahl and Brian Kingsbury, year = 2012, journal = IEEE Signal Processing Magazine, month = 11, number = 6, pages = 82--97, volume = 29, URL = http://research.microsoft.com/apps/pubs/default.aspx?id, }
@inproceedings{Kummerfeld2012, title = Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output, authors = Jonathan K. Kummerfeld and David Hall and James Curran and Dan Klein, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 1048--1059, URL = http://www.aclweb.org/anthology/D12-1096, }
@inproceedings{Hall2012, title = Training Factored PCFGs with Expectation Propagation, authors = David Hall and Dan Klein, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 1146--1156, URL = http://aclweb.org/anthology-new/D/D12/D12-1105.pdf, }
@inproceedings{Burkett2012, title = Variational Inference for Structured NLP Models, authors = David Burkett and Dan Klein, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1--214, URL = http://nlp.cs.berkeley.edu/tutorials/variational-tutorial-slides.pdf, }
@inproceedings{Berg-Kirkpatrick2012, title = An Empirical Investigation of Statistical Significance in NLP, authors = Taylor Berg-Kirkpatrick and David Burkett and Dan Klein, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 995--1005, URL = http://aclweb.org/anthology-new/D/D12/D12-1091.pdf, }
@inproceedings{Pauls2012, title = Large-Scale Syntactic Language Modeling with Treelets, authors = Adam Pauls and Dan Klein, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 959--968, URL = http://www.aclweb.org/anthology/P/P12/P12-1101.pdf, }
@inproceedings{Titov2012, title = Crosslingual Induction of Semantic Roles, authors = Ivan Titov and Alexandre Klementiev, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 647--656, URL = http://aclweb.org/anthology-new/P/P12/P12-1068.pdf, }
@inproceedings{Titov2012, title = A Bayesian Approach to Unsupervised Semantic Role Induction, authors = Ivan Titov and Alexandre Klementiev, year = 2012, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, URL = https://www.aclweb.org/anthology/E12-1003/, }
@inproceedings{Lippincott2012, title = Learning Syntactic Verb Frames Using Graphical Models, authors = Thomas Lippincott and Diarmuid {\'O} S{\'e}aghdha and Anna Korhonen, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 420--429, URL = http://www.aclweb.org/anthology/P/P12/P12-1044.pdf, }
@article{Mayer2012, title = Walking with coffee: Why does it spill?, authors = H Mayer and R Krechetnikov, year = 2012, journal = Physical Review E, month = 04, number = 4, pages = 046117, volume = 85, doi = 10.1103/PhysRevE.85.046117, }
@article{Nivre2012, title = Parsing Morphologically Rich Languages: Introduction to the Special Issue, authors = Joakim Nivre and Reut Tsarfaty and Djam{\'e} Seddah and Sandra Kubler, year = 2012, journal = Computational Linguistics, month = 11, pages = 1--16, doi = 10.1162/COLI_a_00133, }
@phdthesis{Kwiatkowski2012, title = Probabilistic Grammar Induction from Sentences and Structured Meanings, authors = Tom Kwiatkowski, year = 2012, school = University of Edinburgh, month = 01, URL = http://www.era.lib.ed.ac.uk/bitstream/1842/6190/1/Kwiatkowski2012.pdf, }
@inproceedings{Fountain2012, title = Taxonomy Induction Using Hierarchical Random Graphs, authors = Trevor Fountain and Mirella Lapata, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 466--476, URL = http://www.aclweb.org/anthology/N/N12/N12-1051, }
@inproceedings{Alahverdzhieva2012, title = Multimodal Grammar Implementation, authors = Katya Alahverdzhieva and Dan Flickinger and Alex Lascarides, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 582--586, URL = http://www.aclweb.org/anthology/N/N12/N12-1070, }
@article{Lea2012, title = Some Recent and Upcoming java.util.concurrent Components, authors = Doug Lea, year = 2012, journal = I2PC, month = 07, URL = https://wiki.engr.illinois.edu/download/attachments/202146190/DougLea_juc.pdf?version, }
@inproceedings{Danescu-Niculescu-Mizil2012, title = You Had Me at Hello: How Phrasing Affects Memorability, authors = Cristian Danescu-Niculescu-Mizil and Justin Cheng and Jon Kleinberg and Lillian Lee, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 892--901, URL = http://aclweb.org/anthology-new/P/P12/P12-1094.pdf, }
@article{Culbertson2012, title = Learning biases predict a word order universal, authors = Jennifer Culbertson and Paul Smolensky and G{\'e}raldine Legendre, year = 2012, journal = Cognition, month = 03, number = 3, pages = 306--329, volume = 122, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027711002745, }
@inproceedings{Hsu2012, title = Identifiability and Unmixing of Latent Parse Trees, authors = Daniel Hsu and Sham M Kakade and Percy Liang, year = 2012, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://cs.stanford.edu/~pliang/papers/identifiability-nips2012.pdf, }
@article{Rowland2012, title = The development of abstract syntax: Evidence from structural priming and the lexical boost, authors = Caroline F Rowland and Franklin Chang and Ben Ambridge and Julian M Pine and Elena V M Lieven, year = 2012, journal = Cognition, month = 10, number = 1, pages = 49--63, volume = 125, URL = http://linkinghub.elsevier.com/retrieve/pii/S001002771200128X, }
@inproceedings{Bansal2012, title = Unsupervised Translation Sense Clustering, authors = Mohit Bansal and John DeNero and Dekang Lin, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 773--782, URL = http://www.aclweb.org/anthology/N/N12/N12-1095, }
@inproceedings{Qian2012, title = Joint Chinese Word Segmentation, POS Tagging and Parsing, authors = Xian Qian and Yang Liu, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 501--511, URL = http://aclweb.org/anthology-new/D/D12/D12-1046.pdf, }
@inproceedings{Anandkumar2012, title = A Spectral Algorithm for Latent Dirichlet Allocation, authors = Anima Anandkumar and Dean P Foster and Daniel Hsu and Sham M Kakade and Yi-Kai Liu, year = 2012, booktitle = Advances in Neural Information Processing Systems, month = 01, URL = http://cseweb.ucsd.edu/~djhsu/papers/lda-nips.pdf, }
@inproceedings{Che2012, title = A Comparison of Chinese Parsers for Stanford Dependencies, authors = Wanxiang Che and Valentin I Spitkovsky and Ting Liu, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 11--16, URL = http://www.aclweb.org/anthology/P/P12/P12-2003.pdf, }
@inproceedings{Weese2012, title = Using Categorial Grammar to Label Translation Rules, authors = Jonathan Weese and Chris Callison-Burch and Adam Lopez, year = 2012, booktitle = Workshop on Statistical Machine Translation, month = 01, pages = 222--231, URL = http://www.cs.jhu.edu/~ccb/publications/using-categorial-grammar-to-label-translation-rules.pdf, }
@article{Socher2012, title = Deep Learning for NLP (without Magic), authors = Richard Socher and Yoshua Bengio and Christopher D Manning, year = 2012, journal = Association for Computational Linguistics, month = 01, URL = http://nlp.stanford.edu/~socherr/SocherBengioManning-DeepLearning-ACL2012-20120707-NoMargin.pdf, }
@inproceedings{Surdeanu2012, title = Multi-instance Multi-label Learning for Relation Extraction, authors = Mihai Surdeanu and Julie Tibshirani and Ramesh Nallapati and Christopher D Manning, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 455--465, URL = http://www.aclweb.org/anthology/D12-1042, }
@inproceedings{Green2012, title = Entity Clustering Across Languages, authors = Spence Green and Nicholas Andrews and Matthew R Gormley and Mark Dredze and Christopher D Manning, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 60--69, }
@article{Marinov2012, title = IMUnit: Improved Multithreaded Unit Testing, authors = Darko Marinov, year = 2012, journal = I2PC, month = 07, URL = https://wiki.engr.illinois.edu/download/attachments/202146190/IMunit_DarkoMarinov.pdf?version, }
@article{Mattson2012, title = Design PAtterns for PArallel Applications Programming, authors = Tim Mattson, year = 2012, journal = I2PC, month = 07, URL = https://wiki.engr.illinois.edu/download/attachments/202146190/patterns_intro.pdf?version, }
@inproceedings{Singh2012, title = Monte Carlo MCMC: Efficient Inference by Approximate Sampling, authors = Sameer Singh and Michael Wick and Andrew McCallum, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 1104--1113, URL = http://aclweb.org/anthology-new/D/D12/D12-1101.pdf, }
@inproceedings{Petrov2012, title = A Universal Part-of-Speech Tagset, authors = Slav Petrov and Dipanjan Das and Ryan McDonald, year = 2012, booktitle = Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC-2012), month = 05, pages = 2089--2096, URL = http://www.lrec-conf.org/proceedings/lrec2012/pdf/274_Paper.pdf, }
@article{Dediu2012, title = Abstract Profiles of Structural Stability Point to Universal Tendencies, Family-Specific Factors, and Ancient Connections between Languages, authors = Dan Dediu and Stephen C Levinson and Alex Mesoudi, year = 2012, journal = PLoS ONE, month = 09, number = 9, pages = e45198, volume = 7, doi = 10.1371/journal.pone.0045198.t002, }
@inproceedings{Krishnamurthy2012, title = Weakly Supervised Training of Semantic Parsers, authors = Jayant Krishnamurthy and Tom M Mitchell, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 754--765, URL = http://aclweb.org/anthology-new/D/D12/D12-1069.pdf, }
@inproceedings{Kim2012, title = Unsupervised PCFG Induction for Grounded Language Learning with Highly Ambiguous Supervision, authors = Joohyun Kim and Raymond Mooney, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 433--444, URL = http://aclweb.org/anthology-new/D/D12/D12-1040.pdf, }
@inproceedings{Motwani2012, title = Improving Video Activity Recognition using Object Recognition and Text Mining, authors = Tanvi S Motwani and Raymond Mooney, year = 2012, booktitle = ECAI, month = 08, URL = http://www.cs.utexas.edu/~ai-lab/downloadPublication.php?filename, }
@article{Moschitti2012, title = State-of-the-Art Kernels in Natural Language Processing, authors = Alessandro Moschitti, year = 2012, journal = Association for Computational Linguistics, month = 07, URL = http://www.aclweb.org/supplementals/P/P12/P12-4002.Presentation.pdf, }
@inproceedings{Shindo2012, title = Bayesian Symbol-Refined Tree Substitution Grammars for Syntactic Parsing, authors = Hiroyuki Shindo and Yusuke Miyao and Akinori Fujino and Masaaki Nagata, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 440--448, URL = http://aclweb.org/anthology-new/P/P12/P12-1046.pdf, }
@inproceedings{Sato2012, title = Practical Collapsed Variational Bayes Inference for Hierarchical Dirichlet Process, authors = Issei Sato and Kenichi Kurihara and Hiroshi Nakagawa, year = 2012, booktitle = Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, month = 01, pages = 105--113, doi = 10.1145/2340000/2339550/p105-sato.pdf, }
@article{Sato2012, title = Rethinking Collapsed Variational Bayes Inference for LDA, authors = Issei Sato and Hiroshi Nakagawa, year = 2012, journal = International conference on Machine learning, month = 06, URL = http://arxiv.org/abs/1206.6435, }
@inproceedings{Levitan2012, title = Acoustic-Prosodic Entrainment and Social Behavior, authors = Rivka Levitan and Agustin Gravano and Laura Willson and Stefan Benus and Julia Hirschberg and Ani Nenkova, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 11--19, URL = http://www.aclweb.org/anthology/N12-1002, }
@inproceedings{Louis2012, title = A coherence model based on syntactic patterns, authors = Annie Louis and Ani Nenkova, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 1157--1168, }
@article{Langus2012, title = Can prosody be used to discover hierarchical structure in continuous speech?, authors = Alan Langus and Erika Marchetto and Ricardo Augusto Hoffmann Bion and Marina Nespor, year = 2012, journal = Journal of Memory and Language, month = 01, number = 1, pages = 285--306, volume = 66, doi = 10.1016/j.jml.2011.09.004, }
@article{Aslin2012, title = Statistical Learning From Acquiring Specific Items to Forming General Rules, authors = Richard N Aslin and Elissa L Newport, year = 2012, journal = Current Directions in Psychological Science, month = 06, number = 3, pages = 170--176, volume = 21, URL = http://cdp.sagepub.com.proxy2.library.illinois.edu/content/21/3/170.full, }
@article{Fedzechkina2012, title = Language learners restructure their input to facilitate efficient communication, authors = Maryia Fedzechkina and T Florian Jaeger and Elissa L Newport, year = 2012, journal = Proceedings of the National Academy of Sciences, month = 10, number = 44, pages = 17897--17902, volume = 109, URL = http://www.pnas.org/content/109/44/17897.full, }
@inproceedings{Le2012, title = Building High-level Features Using Large Scale Unsupervised Learning, authors = Quoc V. Le and Marc'Aurelio Ranzato and Rajat Monga and Matthieu Devin and Kai Chen and Greg S. Corrado and Jeff Dean and Andrew Y Ng, year = 2012, booktitle = International conference on Machine learning, month = 06, URL = http://research.google.com/archive/unsupervised_icml2012.html, }
@inproceedings{Socher2012, title = Semantic Compositionality through Recursive Matrix-Vector Spaces, authors = Richard Socher and Brody Huval and Christopher D Manning and Andrew Y Ng, year = 2012, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://www.socher.org/uploads/Main/SocherHuvalManningNg_EMNLP2012.pdf, }
@inproceedings{Bohnet2012, title = A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency Parsing, authors = bErnd Bohnet and Joakim Nivre, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 1455--1465, URL = http://aclweb.org/anthology-new/D/D12/D12-1133.pdf, }
@inproceedings{Goldberg2012, title = A Dynamic Oracle for Arc-Eager Dependency Parsing, authors = Yoav Goldberg and Joakim Nivre, year = 2012, booktitle = Proceedings of COLING 2012, month = 12, pages = 959--976, URL = http://www.aclweb.org/anthology/C12-1059, }
@article{TANNER2012, title = Individual differences reveal stages of L2 grammatical acquisition: ERP evidence, authors = DARREN TANNER and JUDITH MCLAUGHLIN and JULIA HERSCHENSOHN and LEE OSTERHOUT, year = 2012, journal = Bilingualism: Language and Cognition, month = 08, number = 02, pages = 367--382, volume = 16, URL = http://journals.cambridge.org.proxy2.library.illinois.edu/action/displayAbstract?aid, }
@article{Hoffman2012, title = Stochastic Variational Inference, authors = Matt Hoffman and David M Blei and Chong Wang and John Paisley, year = 2012, journal = arXiv, month = 06, URL = http://arxiv.org/abs/1206.7051, }
@inproceedings{Croce2012, title = Verb Classification using Distributional Similarity in Syntactic and Semantic Structures, authors = Danilo Croce and Alessandro Moschitti and Roberto Basili and Alexis Palmer, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 263--272, URL = http://aclweb.org/anthology-new/P/P12/P12-1028.pdf, }
@electronic{Davenport2012, title = Data Scientist: The Sexiest Job of the 21st Century, authors = Thomas H Davenport and D J Patil, year = 2012, booktitle = Harvard Business Review, month = 10, pages = 70--76, URL = http://cromi.org/main/wp-content/uploads/2012/10/Davenport-2012-data-scientist.pdf, }
@inproceedings{Paul2012, title = Mixed Membership Markov Models for Unsupervised Conversation Modeling, authors = Michael Paul, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 94--104, }
@inproceedings{Rush2012, title = Vine Pruning for Efficient Multi-Pass Dependency Parsing, authors = Alexander M Rush and Slav Petrov, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1--10, URL = http://www.petrovi.de/data/naacl12.pdf, }
@inproceedings{Pitler2012, title = Attacking Parsing Bottlenecks with Unlabeled Data and Relevant Factorizations, authors = Emily Pitler, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 768--776, URL = http://www.cis.upenn.edu/~epitler/papers/ACL2012.pdf, }
@book{Forsyth2012, title = Computer Vision: A Modern Approach, authors = David Forsyth and Jean Ponce, year = 2012, month = 01, URL = http://www.amazon.com/Computer-Vision-Approach-David-Forsyth/dp/0130851981/ref, }
@inproceedings{Chiang2012, title = A Search Algorithm for Latent Variable Models with Unbounded Domains, authors = Michael Chiang and David Poole, year = 2012, booktitle = Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12), month = 07, URL = http://www.cs.ubc.ca/~poole/papers/chiang_poole_aaai12.pdf, }
@inproceedings{White2012, title = Minimal Dependency Length in Realization Ranking, authors = Michael White and Rajakrishnan Rajkumar, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 244--255, URL = http://aclweb.org/anthology-new/D/D12/D12-1023.pdf, }
@article{Marton2012, title = Dependency Parsing of Modern Standard Arabic with Lexical and Inflectional Features, authors = Yuval Marton and Nizar Y Habash and Owen Rambow, year = 2012, journal = Computational Linguistics, month = 11, pages = 1--52, doi = 10.1162/COLI_a_00138, }
@inproceedings{Samdani2012, title = Unified Expectation Maximization, authors = Rajhans Samdani and Ming-Wei Chang and Dan Roth, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 688--698, URL = http://www.aclweb.org/anthology/N/N12/N12-1087, }
@inproceedings{Orkin2012, title = Understanding speech in interactive narratives with crowd sourced data, authors = Jeffrey David Orkin and Deb K Roy, year = 2012, booktitle = Association for the Advancement of Artificial Intelligence, month = 10, URL = http://dspace.mit.edu/handle/1721.1/92453, }
@inproceedings{Tellex2012, title = Approaching the Symbol Grounding Problem with Probabilistic Graphical Models, authors = Stefanie Tellex and Thomas Kollar and Steven Dickerson and Matthew R Walter and Ashis Gopal Banerjee and Seth Teller and Nicholas Roy, year = 2012, booktitle = Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI), month = 01, URL = http://groups.csail.mit.edu/rrg/papers/tellex12-ai.pdf, }
@article{Salvi2012, title = Language Bootstrapping: Learning Word Meanings From Perception-Action Association, authors = Giampiero Salvi and Luis Montesano and Alexandre Bernardino and Jos{\'e} Santos-Victor, year = 2012, journal = IEEE Transactions onf Systems, Man, and Cybernetics -- Part B: Cybernetics, number = 3, volume = 42, URL = https://arxiv.org/abs/1711.09714v1, }
@article{Kuhlmann2012, title = Tree-Adjoining Grammars Are Not Closed Under Strong Lexicalization, authors = Marco Kuhlmann and Giorgio Satta, year = 2012, journal = Computational Linguistics, month = 01, }
@article{Schlappa2012, title = Spin--orbital separation in the quasi-one-dimensional Mott insulator Sr2CuO3, authors = J Schlappa and K Wohlfeld and K J Zhou and M Mourigal and M W Haverkort and V N Strocov and L Hozoi and C Monney and S Nishimoto and S Singh and A Revcolevschi and J S Caux and L Patthey and H M R{\o}nnow and J van den Brink and T Schmitt, year = 2012, journal = Nature, month = 04, doi = 10.1038/nature10974, }
@article{Betz2012, title = My Fair Physicist? Feminine Math and Science Role Models Demotivate Young Girls, authors = Diana E. Betz and Denise Sekaquaptewa, year = 2012, journal = Social Psychological and Personality Science, month = 03, pages = 1--9, URL = http://spp.sagepub.com/content/early/2012/03/27/1948550612440735.full.pdf+html, }
@article{Soomro2012, title = {UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild}, authors = Khurram Soomro and Amir Roshan Zamir and Mubarak Shah, year = 2012, month = 12, URL = https://arxiv.org/abs/1212.0402, }
@article{Kumar2012, title = FST Based Morphological Analyzer for Hindi Language, authors = Deepak Kumar and Manjeet Singh and Seema Shukla, year = 2012, journal = arXiv, month = 07, URL = http://arxiv.org/abs/1207.5409, }
@inproceedings{Sadilek2012, title = Predicting Disease Transmission from Geo-Tagged Micro-Blog Data, authors = Adam Sadilek and Henry Kautz and Vincent Silenzio, year = 2012, booktitle = Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12), month = 07, URL = http://www.cs.rochester.edu/~sadilek/publications/Sadilek-Kautz-Silenzio_Predicting-Disease-Transmission-from-Geo-Tagged-Micro-Blog-Data_AAAI-12.pdf, }
@article{Brandt2012, title = Music and Early Language Acquisition, authors = Anthony Brandt and Molly Gebrian and L Robert Slevc, year = 2012, journal = Frontiers in Psychology, month = 01, volume = 3, doi = 10.3389/fpsyg.2012.00327/abstract, }
@inproceedings{Gimpel2012, title = Concavity and Initialization for Unsupervised Dependency Parsing, authors = Kevin Gimpel and Noah A Smith, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 577--581, URL = http://www.aclweb.org/anthology/N/N12/N12-1069, }
@inproceedings{Martins2012, title = Structured Sparsity in Natural Language Processing: Models, Algorithms, and Applications, authors = Andr{\'e}F T Martins and M{\'a}rio A T Figueiredo and Noah A Smith, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1--356, URL = http://www.cs.cmu.edu/~afm/Home_files/naacl2012tutorial.pdf, }
@article{Smith2012, title = Adversarial Evaluation for Models of Natural Language, authors = Noah A Smith, year = 2012, journal = arXiv, month = 07, URL = http://arxiv.org/pdf/1207.0245, }
@article{Smith2012, title = Distinct word length frequencies: distributions and symbol entropies, authors = Reginald D Smith, year = 2012, journal = arXiv, month = 07, URL = http://arxiv.org/abs/1207.2334, }
@book{Bernardo2012, title = Bayesian Theory, authors = Jos{\'e}M Bernardo and Adrian F M Smith, year = 2012, month = 01, URL = http://www.4shared.com/get/yn_tadGU/Bernardo_JM_Smith_AFM_-_Bayesi.html, }
@article{Snir2012, title = Multicores and Beyond, authors = Marc Snir, year = 2012, journal = I2PC, month = 07, URL = https://wiki.engr.illinois.edu/download/attachments/202146190/Lec14_Snir_Beyond.pdf?version, }
@inproceedings{Sogaard2012, title = Two baselines for unsupervised dependency parsing, authors = Anders Sogaard, year = 2012, booktitle = NAACL HLT Workshop on Induction of Linguistic Structure, month = 06, pages = 81--83, }
@article{Sogaard2012, title = Unsupervised dependency parsing without training, authors = Anders Sogaard, year = 2012, journal = Natural Language Engineering, month = 03, number = 02, pages = 187--203, volume = 18, URL = http://www.journals.cambridge.org/abstract_S1351324912000022, }
@inproceedings{Darling2012, title = Unsupervised Part-of-Speech Tagging in Noisy and Esoteric Domains With a Syntactic-Semantic Bayesian HMM, authors = William M Darling and Michael J Paul and Fei Song, year = 2012, booktitle = Proceedings of the Workshop on Semantic Analysis in Social Media, month = 04, pages = 1--9, }
@article{Finkel2012, title = Online Dating: A Critical Analysis From the Perspective of Psychological Science, authors = Eli J Finkel and Paul W Eastwick and Benjamin R Karney and Harry T Reis and Susan Sprecher, year = 2012, journal = Association for Psychological Science, month = 01, pages = 3--66, volume = 1, URL = http://psi.sagepub.com/content/13/1/3.full?ijkey, }
@inproceedings{Christodoulopoulos2012, title = Turning the pipeline into a loop: Iterated unsupervised dependency parsing and PoS induction, authors = Christos Christodoulopoulos and Sharon Goldwater and Mark Steedman, year = 2012, booktitle = NAACL HLT Workshop on Induction of Linguistic Structure, month = 06, pages = 96--99, }
@article{Steedman2012, title = Combinatory Categorial Grammars for Robust Natural Language Processing, authors = Mark Steedman, year = 2012, journal = NASSLLI, month = 06, URL = http://homepages.inf.ed.ac.uk/steedman/papers/ccg/nasslli12.pdf, }
@article{Christodoulopoulos2012, title = Using unsupervised dependency features for part-of-speech induction, authors = Christos Christodoulopoulos and Mark Steedman, year = 2012, journal = EMNLP-Submission, pages = 1--11, }
@inproceedings{Kwiatkowski2012, title = A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings, authors = Tom Kwiatkowski and Sharon Goldwater and Luke S Zettlemoyer and Mark Steedman, year = 2012, booktitle = European Chapter of the Association for Computational Linguistics, month = 04, pages = 234--244, URL = http://www.aclweb.org/anthology-new/E/E12/E12-1024.pdf, }
@inproceedings{Lindsey2012, title = A Phrase-Discovering Topic Model Using Hierarchical Pitman-Yor Processes, authors = Robert V Lindsey and William P Headden III and Michael J Stipicevic, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 214--222, URL = http://aclweb.org/anthology-new/D/D12/D12-1020.pdf, }
@inproceedings{Bryant2012, title = Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes, authors = Michael Bryant and Erik B Sudderth, year = 2012, booktitle = Advances in Neural Information Processing Systems (NIPS), month = 01, URL = http://cs.brown.edu/~sudderth/papers/nips12hdpOnline.pdf, }
@inproceedings{Huang2012, title = Improved Combinatory Categorial Grammar Induction with Boundary Words and Bayesian Inference, authors = Yun Huang and Min Zhang and Chew Lim Tan, year = 2012, booktitle = Proceedings of the 24rd International Conference on Computational Linguistics (Coling 2012), month = 12, URL = http://www.comp.nus.edu.sg/~tancl/publications/c2012/hy_coling12_ccg.pdf, }
@book{Tantau2012, title = TikZ \\& PGF Manual, authors = Till Tantau, year = 2012, month = 05, pages = 1--878, URL = http://www.texample.net/media/pgf/builds/pgfmanualCVS2012-05-18.pdf, }
@inproceedings{Gillenwater2012, title = Discovering Diverse and Salient Threads in Document Collections, authors = Jennifer Gillenwater and Alex Kulesza and Ben Taskar, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 710--720, URL = http://www.aclweb.org/anthology/D12-1065, }
@article{Kulesza2012, title = Determinantal Point Processes, authors = Alex Kulesza and Ben Taskar, year = 2012, journal = Uncertainty in Artificial Intelligence, month = 08, number = 2-3, pages = 123--286, volume = 5, URL = http://www.seas.upenn.edu/~taskar/pubs/dpp_tut.pdf, }
@inproceedings{Li2012, title = Wiki-ly Supervised Part-of-Speech Tagging, authors = Shen Li and Jo{\~a}o V Graca and Ben Taskar, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 1389--1398, URL = http://aclweb.org/anthology-new/D/D12/D12-1127.pdf, }
@article{Mnih2012, title = A Fast and Simple Algorithm for Training Neural Probabilistic Language Models, authors = Andriy Mnih and Yee-Whye Teh, year = 2012, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1206.6426, }
@inproceedings{Bruni2012, title = Distributional Semantics in Technicolor, authors = Elia Bruni and Gemma Boleda and Marco Baroni and Nam-Khanh Tran, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = jul, pages = 136--145, URL = https://www.aclweb.org/anthology/P12-1015, }
@inproceedings{Hatori2012, title = Incremental Joint Approach to Word Segmentation, POS Tagging, and Dependency Parsing in Chinese, authors = Jun Hatori and Takuya Matsuzaki and Yusuke Miyao and Jun'ichi Tsujii, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 1045--1053, URL = http://www.aclweb.org/anthology/P/P12/P12-1110.pdf, }
@inproceedings{Tu2012, title = Combining the Sparsity and Unambiguity Biases for Grammar Induction, authors = Kewei Tu, year = 2012, booktitle = NAACL HLT Workshop on Induction of Linguistic Structure, month = 06, pages = 105--110, }
@inproceedings{Cohen2012, title = Spectral Learning of Latent-Variable PCFGs, authors = Shay B Cohen and Karl Stratos and Michael Collins and Dean P Foster and Lyle Ungar, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 223--231, URL = http://aclweb.org/anthology-new/P/P12/P12-1024.pdf, }
@inproceedings{Dhillon2012, title = Spectral Dependency Parsing with Latent Variables, authors = Paramveer S Dhillon and Jordan Rodu and Michael Collins and Dean P Foster and Lyle H Ungar, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 205--213, URL = http://aclweb.org/anthology-new/D/D12/D12-1019.pdf, }
@article{Sun2012, title = Capturing Paradigmatic and Syntagmatic Lexical Relations: Towards Accurate Chinese Part-of-Speech Tagging, authors = WeiWei Sun and Hans Uskoreit, year = 2012, journal = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 242--252, }
@inproceedings{Tackstr{\"o}ma2012, title = Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure, authors = Oscar Tackstr{\"o}ma and Ryan McDonald and Jakob Uszkoreit, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 477--487, URL = http://www.aclweb.org/anthology/N/N12/N12-1052, }
@inproceedings{Golland2012, title = A Feature-Rich Constituent Context Model for Grammar Induction, authors = Dave Golland and John DeNero and Jakob Uszkoreit, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 07, pages = 17--22, URL = http://aclweb.org/anthology-new/P/P12/P12-2004.pdf, }
@inproceedings{Wallace2012, title = Multiple Narrative Disentanglement: Unraveling Infinite Jest, authors = Byron C. Wallace, year = 2012, booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1--10, }
@article{Wang2012, title = Exploring Scientists'Working Timetable: Do Scientists Often Work Overtime?, authors = Xianwen Wang and Shenmeng Xu and Lian Peng and Zhi Wang and Chuanli Wang and Chunbo Zhang and Xianbing Wang, year = 2012, journal = Journal of Informetrics, month = 08, pages = 655--660, URL = http://arxiv.org/pdf/1208.2686v1.pdf, }
@inproceedings{Domingos2012, title = A Tractable First-Order Probabilistic Logic, authors = Pedro Domingos and W. Austin Webb, year = 2012, booktitle = Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12), month = 07, pages = 1902--1909, URL = http://www.aaai.org/ocs/index.php/AAAI/AAAI12/paper/view/5028, }
@article{Karnin2012, title = Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem, authors = Zohar Karnin and Edo Liberty and Shachar Lovett and Roy Schwartz and Omri Weinstein, year = 2012, journal = The Journal of Machine Learning Research, month = 01, volume = 23, URL = http://jmlr.csail.mit.edu/proceedings/papers/v23/karnin12/karnin12.pdf, }
@inproceedings{Albert2012, title = A Morphologically Annotated Hebrew CHILDES Corpus, authors = Aviad Albert and Brian MacWhinney and Bracha Nir and Shuly Wintner, year = 2012, booktitle = Proceedings of the Workshop on Computational Models of Language Acquisition and Loss, month = 04, pages = 20--22, URL = http://www.aclweb.org/anthology/W12-0904.pdf, }
@inproceedings{Huang2012, title = Iterative Viterbi A* Algorithm for K-Best Sequential Decoding, authors = Zhiheng Huang and Yi Chang and Bo Long and Jean-Francois Crespo and Anlei Dong and Sathiya Keerthi and Su-Lin Wu, year = 2012, booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 611--619, URL = http://www.aclweb.org/anthology/P/P12/P12-1064.pdf, }
@inproceedings{Berg2012, title = Understanding and Predicting Importance in Images, authors = Alexander C Berg and Tamara L Berg and Hal Daum{\'e}III and Jesse Dodge and Amit Goyal and Xufeng Han and Alyssa Mensch and Margaret Mitchell and Aneesh Sood and Karl Stratos and Kota Yamaguchi, year = 2012, booktitle = IEEE Conference on Computer Vision and Pattern Recognition, month = 01, URL = http://www.abdn.ac.uk/~r07mm9/papers/importancefactors.pdf, }
@inproceedings{Yatbaz2012, title = Learning Syntactic Categories Using Paradigmatic Representations of Word Context, authors = Mehmet Ali Yatbaz and Enis Sert and Deniz Yuret, year = 2012, month = 07, pages = 940--951, URL = http://www.aclweb.org/anthology/D12-1086, }
@inproceedings{Marecek2012, title = Exploiting Reducibility in Unsupervised Dependency Parsing, authors = David Marecek and Zdenek Zabokrtsky, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 297--307, URL = http://aclweb.org/anthology-new/D/D12/D12-1028.pdf, }
@inproceedings{Marecek2012, title = Unsupervised Dependency Parsing using Reducibility and Fertility features, authors = David Marecek and Zdenek Zabokrtsky, year = 2012, booktitle = NAACL HLT Workshop on Induction of Linguistic Structure, month = 06, pages = 84--89, URL = https://www.aclweb.org/anthology/W12-1911/, }
@article{Hsu2012, title = A Spectral Algorithm for Learning Hidden Markov Models, authors = Daniel Hsu and Sham M Kakade and Tong Zhang, year = 2012, journal = Journal of Computer and System Sciences, month = 09, number = 5, pages = 1460--1480, volume = 78, URL = http://www.cs.mcgill.ca/~colt2009/papers/011.pdf, }
@inproceedings{Li2012, title = Unified Dependency Parsing of Chinese Morphological and Syntactic Structures, authors = Zhongguo Li and Guodong Zhou, year = 2012, booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, month = 07, pages = 1445--1454, URL = http://aclweb.org/anthology-new/D/D12/D12-1132.pdf, }
@inproceedings{Talton2012, title = Proceedings of the 25th annual ACM symposium on User interface software and technology - UIST '12, authors = Jerry Talton and Lingfeng Yang and Ranjitha Kumar and Maxine Lim and Noah Goodman and Radom{\'\\i}r M{\v e}ch, year = 2012, booktitle = the 25th annual ACM symposium, month = 01, pages = 63, URL = http://dl.acm.org/citation.cfm?doid, }
@article{Connor2013, title = Starting from Scratch in Semantic Role Labeling: Early Indirect Supervision, authors = Michael Connor and Cynthia Fisher and Dan Roth and Aline Villavicencio and Thierry Poibeau and Anna Korhonen and Afra Alishahi, year = 2013, journal = Theory and Applications of Natural Language Processing, month = 01, doi = 10.1007/978-3-642-31863-4, }
@inproceedings{Santamaria2013, title = Semi-supervised Constituent Grammar Induction Based on Text Chunking Information, authors = Jesus Santamaria and Lourdes Araujo, year = 2013, booktitle = International Conference on Intelligent Text Processing and Computational Linguistics, month = 01, number = Chapter 21, pages = 258--269, volume = 7816, doi = 10.1007/978-3-642-37247-6_21, }
@article{Schmidt2013, title = Minimizing Finite Sums with the Stochastic Average Gradient, authors = Mark Schmidt and Nicolas Le Roux and Francis Bach, year = 2013, journal = Mathematical Programming, month = September, URL = http://hal.inria.fr/docs/00/86/00/51/PDF/sag_journal.pdf, }
@inproceedings{Garrette2013, title = Learning a Part-of-Speech Tagger from Two Hours of Annotation, authors = Dan Garrette and Jason Baldridge, year = 2013, booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 138--147, URL = http://www.aclweb.org/anthology/N13-1014, }
@article{Barr2013, title = Memory Constraints on Infant Learning From Picture Books, Television, and Touchscreens, authors = Rachel Barr, year = 2013, journal = Child Development Perspectives, number = 4, pages = 205-210, volume = 7, doi = 10.1111/cdep.12041, }
@inproceedings{Kushman2013, title = Using Semantic Unification to Generate Regular Expressions from Natural Language, authors = Nate Kushman and Regina Barzilay, year = 2013, booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 826--836, URL = http://www.aclweb.org/anthology/N13-1103, }
@article{Bender2013, title = Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax, authors = Emily M. Bender, year = 2013, journal = Synthesis Lectures on Human Language Technologies, month = 06, number = 3, pages = 1--184, volume = 6, doi = 10.2200/S00493ED1V01Y201303HLT020, }
@inproceedings{Pascanu2013, title = How to Construct Deep Recurrent Neural Networks, authors = Razvan Pascanu and {\c C}a{\u g}lar G{\"u}l{\c c}ehre and Kyunghyun Cho and Yoshua Bengio, year = 2013, booktitle = rd International Conference on Learning Representations, month = 12, URL = https://arxiv.org/abs/1312.6026, }
@article{Bishop2013, title = Graphical Models, authors = Christopher Bishop, year = 2013, journal = MLSS, month = 08, pages = 1--140, URL = http://mlss.tuebingen.mpg.de/bishop_slides.pdf, }
@article{Ranganath2013, title = Black Box Variational Inference, authors = Rajesh Ranganath and Sean Gerrish and David M Blei, year = 2013, journal = arXiv.org, month = 12, URL = http://arxiv.org/abs/1401.0118, }
@article{Bleier2013, title = Practical Collapsed Stochastic Variational Inference for the HDP, authors = Arnim Bleier, year = 2013, journal = arXiv, month = 12, URL = http://arxiv.org/abs/1312.0412, }
@inproceedings{Hermann2013, title = The Role of Syntax in Vector Space Models of Compositional Semantics, authors = Karl Moritz Hermann and Phil Blunsom, year = 2013, booktitle = Association for Computational Linguistics, month = 01, URL = http://www.karlmoritz.com/_media/hermannblunsom_acl2013.pdf, }
@inproceedings{Botha2013, title = Adaptor Grammars for Learning Non-Concatenative Morphology, authors = Jan A Botha and Phil Blunsom, year = 2013, booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 345--356, URL = http://www.aclweb.org/anthology/D13-1034, }
@inproceedings{Wang2013, title = Collapsed Variational Bayesian Inference for PCFGs, authors = Pengyu Wang and Phil Blunsom, year = 2013, booktitle = Proceedings of the Seventeenth Conference on Computational Natural Language Learning, month = 08, pages = 173--182, URL = http://www.aclweb.org/anthology/W13-3519.pdf, }
@inproceedings{Wang2013, title = Collapsed Variational Bayesian Inference for Hidden Markov Models, authors = Pengyu Wang and Phil Blunsom, year = 2013, booktitle = Proceedings of the 16th International Conference on Artificial Intelligence and Statistics (AISTATS), month = 01, URL = http://proceedings.mlr.press/v31/wang13b.pdf, }
@article{Bottou2013, title = Multilayer Neural Networks, authors = L{\'e}on Bottou, year = 2013, journal = MLSS, month = 08, pages = 1--157, URL = http://mlss.tuebingen.mpg.de/bottou_slides.pdf, }
@inproceedings{Zhai2013, title = Online Latent Dirichlet Allocation with Infinite Vocabulary, authors = Ke Zhai and Jordan Boyd-Graber, year = 2013, booktitle = Proceedings of the 30th International Conference on Machine Learning, month = 01, URL = http://jmlr.csail.mit.edu/proceedings/papers/v28/zhai13.pdf, }
@inbook{Bozsahin2013, title = Natural Recursion doesn't work that way: automata in planning and syntax, authors = Cem Bozsahin, year = 2013, booktitle = Philosophy and Theory of Artificial Intelligence, month = 01, URL = http://www.metu.edu.tr/~bozsahin/pt-ai-cb.pdf, }
@inproceedings{Rei2013, title = Parser lexicalisation through self-learning, authors = Marek Rei and Ted Briscoe, year = 2013, booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 391--400, URL = http://www.aclweb.org/anthology/N13-1040, }
@article{Kidd2013, title = Reading Literary Fiction Improves Theory of Mind, authors = D C Kidd and E Castano, year = 2013, journal = Science, month = 10, doi = 10.1126/science.1239918, }
@article{Christodoulopoulos2013, title = An Iterated Learning Framework for Unsupervised Part-of-Speech Induction, authors = Christos Christodoulopoulos, year = 2013, journal = An Iterated Learning Framework for Unsupervised Part-of-Speech Induction, URL = http://christos-c.com/papers/christodoulopoulos_13_iterated.pdf, }
@inproceedings{Yao2013, title = Answer Extraction as Sequence Tagging with Tree Edit Distance, authors = Xuchen Yao and Benjamin Van Durme and Chris Callison-Burch and Peter Clark, year = 2013, booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 858--867, URL = http://www.aclweb.org/anthology/N13-1106, }
@article{Dawson2013, title = A generative probabilistic framework for learning spatial language, authors = Colin Reimer Dawson and John Wright and Antons Rebguns and Marco Valenzuela Escarcega and Daniel Fried and Paul R Cohen, year = 2013, journal = The Third IEEE International Conference on Development and Learning and on Epigenetic Robotics, pages = 1--8, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@inproceedings{Rush2013, title = Optimal Beam Search for Machine Translation, authors = Alexander Rush and Yin-Wen Chang and Michael Collins, year = 2013, booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 210--221, URL = http://www.aclweb.org/anthology/D13-1022, }
@inproceedings{Cohen2013, title = Approximate PCFG Parsing Using Tensor Decomposition, authors = Shay B Cohen and Giorgio Satta and Michael Collins, year = 2013, booktitle = North American chapter of the Association for Computational Linguistics conference, month = 01, URL = http://www.cs.columbia.edu/~scohen/naacl13tensor.pdf, }
@inproceedings{Das2013, title = A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching, authors = P. Das and C. Xu and R. F. Doell and J. J. Corso, year = 2013, booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}, URL = http://www.cse.buffalo.edu/~jcorso/pubs/jcorso_CVPR2013_dpmtm.pdf, }
@inproceedings{Radford2013, title = Joint Apposition Extraction with Syntactic and Semantic Constraints, authors = Will Radford and James Curran, year = 2013, booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 08, pages = 671--677, URL = http://www.aclweb.org/anthology/P13-2118, }
@inproceedings{Guadarrama2013, title = Grounding Spatial Relations for Human-Robot Interaction, authors = Sergio Guadarrama and Lorenzo Riano and Dave Golland and Daniel G{\"o}hring and Jia Yangqing and Dan Klein and Pieter Abbeel and Trevor Darrell, year = 2013, booktitle = IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), month = 01, pages = 1640--1647, URL = http://ieeexplore.ieee.org/stamp/stamp.jsp?tp, }
@inproceedings{Steeg2013, title = Demystifying Information-Theoretic Clustering, authors = Greg Ver Steeg and Aram Galstyan and Fei Sha and Simon DeDeo, year = 2013, booktitle = Proceedings of The st International Conference on Machine Learning ICML, month = 10, URL = http://arxiv.org/abs/1310.4210, }
@article{Dechter2013, title = Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms, authors = Rina Dechter, year = 2013, journal = Synthesis Lectures on Artificial Intelligence and Machine Learning, month = 12, number = 3, pages = 1--191, volume = 7, doi = 10.2200/S00529ED1V01Y201308AIM023, }
@article{Domke2013, title = Learning Graphical Model Parameters with Approximate Marginal Inference, authors = J Domke, year = 2013, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = 01, number = 10, pages = 2454--2467, volume = 35, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@inproceedings{He2013, title = Dynamic Feature Selection for Dependency Parsing, authors = He He and Hal Daum{\'e}III and Jason Eisner, year = 2013, booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 1455--1464, URL = http://www.aclweb.org/anthology/D13-1152, }
@inproceedings{Gormley2013, title = Nonconvex Global Optimization for Latent-Variable Models, authors = Matthew R Gormley and Jason Eisner, year = 2013, booktitle = Association for Computational Linguistics, month = 01, URL = http://www.cs.jhu.edu/~mrg/publications/global-acl-13.pdf, }
@article{Beaven2013, title = A Comparison of Blue Light and Caffeine Effects on Cognitive Function and Alertness in Humans, authors = C Martyn Beaven and Johan Ekstr{\"o}m, year = 2013, journal = PLoS ONE, month = 10, number = 10, pages = e76707, volume = 8, doi = 10.1371/journal.pone.0076707, }
@article{Goldberg2013, title = Word Segmentation, Unknown-word Resolution, and Morphological Agreement in a Hebrew Parsing System, authors = Yoav Goldberg and Michael Elhadad, year = 2013, journal = Computational Linguistics, month = 03, number = 1, pages = 121--160, volume = 39, doi = 10.1162/COLI_a_00137, }
@article{Endres2013, title = Expanding the breadth and detail of object recognition, authors = Ian Endres, year = 2013, month = 08, URL = https://www.ideals.illinois.edu/handle/2142/45442, }
@inproceedings{Fader2013, title = Paraphrase-Driven Learning for Open Question Answering, authors = Anthony Fader and Luke S Zettlemoyer and Oren Etzioni, year = 2013, booktitle = Association for Computational Linguistics, month = 01, URL = http://knowitall.cs.washington.edu/paralex/acl2013-paralex.pdf, }
@article{Zeiler2013, title = Visualizing and Understanding Convolutional Networks, authors = Matthew D Zeiler and Rob Fergus, year = 2013, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1311.2901, }
@article{Hall2013, title = Cognitive constraints on constituent order: Evidence from elicited pantomime, authors = Matthew L Hall and Rachel I Mayberry and Victor S Ferreira, year = 2013, journal = Cognition, month = 10, number = 1, pages = 1--17, volume = 129, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027713000978, }
@article{Ravignani2013, title = Action at a distance: dependency sensitivity in a New World primate, authors = Andrea Ravignani and Ruth-Sophie Sonnweber and Nina Stobbe and W Tecumseh Fitch, year = 2013, journal = Biology Letters, month = 12, number = 6, pages = 20130852--20130852, volume = 9, URL = http://rsbl.royalsocietypublishing.org.proxy2.library.illinois.edu/content/9/6/20130852.full, }
@article{Forsyth2013, title = Understanding pictures of rooms, authors = David Forsyth, year = 2013, journal = Communications of the ACM, month = 04, number = 4, pages = 91, volume = 56, URL = http://dl.acm.org/citation.cfm?doid, }
@inproceedings{Sun2013, title = Attribute Based Object Identification, authors = Yuyin Sun and Liefeng Bo and Dieter Fox, year = 2013, booktitle = ICRA, }
@article{Ghahramani2013, title = Bayesian Nonparametrics with Research vignettes, authors = Zoubin Ghahramani, year = 2013, journal = MLSS, month = 08, pages = 1--69, URL = http://mlss.tuebingen.mpg.de/Ghahramani_slides2.pdf, }
@article{Ghahramani2013, title = Probabilistic Modelling and Bayesian Inference, authors = Zoubin Ghahramani, year = 2013, journal = MLSS, month = 08, pages = 1--61, URL = http://mlss.tuebingen.mpg.de/Ghahramani_slides1.pdf, }
@inproceedings{Frank2013, title = Exploring the utility of joint morphological and syntactic learning from child-directed speech, authors = Stella Frank and Frank Keller and Sharon Goldwater, year = 2013, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://homepages.inf.ed.ac.uk/sgwater/papers/emnlp13-MorphSynCDS.pdf, }
@article{Sirts2013, title = Minimally-Supervised Morphological Segmentation using Adaptor Grammars, authors = Kairit Sirts and Sharon Goldwater, year = 2013, journal = Transactions of the Association for Computational Linguistics, month = 01, volume = 1, URL = http://www.transacl.org/wp-content/uploads/2013/05/paper255.pdf, }
@article{Pate2013, title = Unsupervised dependency parsing with acoustic cues, authors = John K Pate and Sharon Goldwater, year = 2013, journal = Transactions of the Association for Computational Linguistics, month = 01, URL = http://homepages.inf.ed.ac.uk/s0930006/pate-goldwater_dep-parsing-ac-cues_13.pdf, }
@article{Graves2013, title = Generating Sequences With Recurrent Neural Networks, authors = Alex Graves, year = 2013, journal = ArXiv, month = 08, URL = http://arxiv.org/abs/1308.0850, }
@mastersthesis{Gretz2013, title = Syntactic Annotation of the Hebrew CHILDES Corpora, authors = Shai Gretz, year = 2013, school = Technion, month = May, URL = http://cs.haifa.ac.il/~shuly/publications/shai-thesis.pdf, }
@article{Hochmann2013, title = Word frequency, function words and the second gavagai problem, authors = Jean-R{\'e}my Hochmann, year = 2013, journal = Cognition, month = 07, number = 1, pages = 13--25, volume = 128, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027713000425, }
@article{Bisk2013, title = An HDP Model for Inducing Combinatory Categorial Grammars, authors = Yonatan Bisk and Julia Hockenmaier, year = 2013, journal = Transactions of the Association for Computational Linguistics, month = 01, pages = 75--88, URL = http://www.transacl.org/wp-content/uploads/2013/03/paper75.pdf, }
@article{Hodosh2013, title = Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics, authors = Micah Hodosh and Peter Young and Julia Hockenmaier, year = 2013, journal = JAIR, month = 01, pages = 853--899, volume = 47, URL = http://www.jair.org/papers/paper3994.html, }
@inproceedings{Eshghi2013, title = Probabilistic induction for an incremental semantic grammar, authors = Arash Eshghi and Matthew Purver and Julian Hough, year = 2013, booktitle = Proceedings of the 10th International Conference on Computational Semantics (IWCS), month = 03, URL = http://www.eecs.qmul.ac.uk/~mpurver/papers/eshghi-et-al13iwcs.pdf, }
@inproceedings{Zhao2013, title = Optimal Incremental Parsing via Best-First Dynamic Programming, authors = Kai Zhao and James Cross and Liang Huang, year = 2013, booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 758--768, URL = http://www.aclweb.org/anthology/D13-1071, }
@inproceedings{Goldberg2013, title = Efficient Implementation of Beam-Search Incremental Parsers, authors = Yoav Goldberg and Kai Zhao and Liang Huang, year = 2013, booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 08, pages = 628--633, URL = http://www.aclweb.org/anthology/P13-2111, }
@inproceedings{Chang2013, title = A Video Representation Using Temporal Superpixels, authors = Jason Chang and Donglai Wei and John W. Fisher III, year = 2013, booktitle = The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), month = June, }
@article{Fine2013, title = Evidence for Implicit Learning in Syntactic Comprehension, authors = Alex B Fine and T Florian Jaeger, year = 2013, journal = Cognitive Science, month = 01, number = 3, pages = 578--591, volume = 37, doi = 10.1111/cogs.12022, }
@article{Samdani2013, title = Algorithms for Structural Learning with Decompositions, authors = Rajhans Samdani and Dan Roth and David Forsyth and Mark Hasegawa-Johnson and Thorsten Joachims, year = 2013, journal = Algorithms for Structural Learning with Decompositions, month = 01, URL = https://www.ideals.illinois.edu/bitstream/handle/2142/46596/Rajhans_Samdani.pdf?sequence, }
@inproceedings{Johansson2013, title = Training Parsers on Incompatible Treebanks, authors = Richard Johansson, year = 2013, booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 127--137, URL = http://www.aclweb.org/anthology/N13-1013, }
@article{Luong2013, title = Parsing entire discourses as very long strings: Capturing topic continuity in grounded language learning, authors = Minh-Thang Luong and Michael C Frank and Mark Johnson, year = 2013, journal = Transactions of the Association for Computational Linguistics, month = 01, pages = 315--326, URL = http://aclweb.org/anthology-new/Q/Q13/Q13-1026.pdf, }
@inproceedings{Honnibal2013, title = A Non-Monotonic Arc-Eager Transition System for Dependency Parsing, authors = Matthew Honnibal and Yoav Goldberg and Mark Johnson, year = 2013, booktitle = Conference on Computational Natural Language Learning, month = 01, URL = http://www.cs.bgu.ac.il/~yoavg/publications/conll2013repairs.pdf, }
@inproceedings{Cohen2013, title = The effect of non-tightness on Bayesian estimation of PCFGs, authors = Shay B Cohen and Mark Johnson, year = 2013, booktitle = Association for Computational Linguistics, month = 01, URL = http://www.cs.columbia.edu/~scohen/acl13tightness.pdf, }
@article{Jordan2013, title = On statistics, computation and scalability, authors = Michael I Jordan, year = 2013, journal = Bernoulli, month = 09, number = 4, pages = 1378--1390, volume = 19, URL = http://projecteuclid.org.proxy2.library.illinois.edu/euclid.bj/1377612856, }
@article{Broderick2013, title = Streaming Variational Bayes, authors = Tamara Broderick and Nicholas Boyd and Andre Wibisono and Ashia C Wilson and Michael I Jordan, year = 2013, journal = arXiv, month = 07, URL = http://arxiv.org/abs/1307.6769, }
@inproceedings{Spitkovsky2013, title = Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction, authors = Valentin I Spitkovsky and Hiyan Alshawi and Daniel Jurafsky, year = 2013, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://www.stanford.edu/~vals/pubs/ee.pdf, }
@article{Sangati2013, title = Incremental Tree Substitution Grammar for Parsing and Sentence Prediction, authors = Federico Sangati and Frank Keller, year = 2013, journal = Transactions of the Association for Computational Linguistics, month = 01, pages = 111--124, volume = 1, URL = http://www.transacl.org/wp-content/uploads/2013/05/paper111.pdf, }
@article{Liang2013, title = Learning Dependency-Based Compositional Semantics, authors = Percy Liang and Michael I Jordan and Dan Klein, year = 2013, journal = Computational Linguistics, month = 06, pages = 1--94, doi = 10.1162/COLI_a_00127, }
@article{Demberg2013, title = Incremental, Predictive Parsing with Psycholinguistically Motivated Tree-Adjoining Grammar, authors = Vera Demberg and Frank Keller and Alexander Koller, year = 2013, journal = Computational Linguistics, month = 03, pages = 1--72, doi = 10.1162/COLI_a_00160, }
@article{Kordjamshidi2013, title = Structured Machine Learning for Mapping Natural Language to Spatial Ontologies, authors = Parisa Kordjamshidi, year = 2013, month = 06, pages = 1--265, }
@electronic{Cerisara2013, title = Weakly supervised parsing with rules, authors = C Cerisara and A Lorenzo and P Kral, year = 2013, booktitle = KRAL, month = 01, URL = http://home.zcu.cz/~pkral/papers/is_kral13.pdf, }
@article{Kuhlmann2013, title = Mildly Non-Projective Dependency Grammar, authors = Marco Kuhlmann, year = 2013, journal = Computational Linguistics, month = 06, volume = 39, doi = 10.1162/COLI_a_00125, }
@article{Lau2013, title = Dissociating N400 Effects of Prediction from Association in Single-word Contexts, authors = Ellen F Lau and Phillip J Holcomb and Gina R Kuperberg, year = 2013, journal = dx.doi.org, month = 01, number = 3, pages = 484--502, volume = 25, doi = 10.1162/jocn_a_00328, }
@article{Lany2013, title = Judging Words by Their Covers and the Company They Keep: Probabilistic Cues Support Word Learning, authors = Jill Lany, year = 2013, journal = Child Development, month = 12, pages = n/a--n/a, doi = 10.1111/cdev.12199/full, }
@inproceedings{Konstas2013, title = Inducing Document Plans for Concept-to-Text Generation, authors = Ioannis Konstas and Mirella Lapata, year = 2013, booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 1503--1514, URL = http://www.aclweb.org/anthology/D13-1157, }
@inproceedings{McDonald2013, title = Universal Dependency Annotation for Multilingual Parsing, authors = Ryan McDonald and Joakim Nivre and Yvonne Quirmbach-Brundage and Yoav Goldberg and Dipanjan Das and Kuzman Ganchev and Keith Hall and Slav Petrov and Hao Zhang and Oscar Tackstr{\"o}ma and Caludia Bedini and N{\'u}ria Bertomeu Castell{\'o} and Jungmee Lee, year = 2013, booktitle = Association for Computational Linguistics, month = 01, URL = http://www.ryanmcd.com/papers/treebanksACL2013.pdf, }
@article{Gibson2013, title = Surprisal, the PDC, and the primary locus of processing difficulty in relative clauses, authors = Edward Gibson and Roger Levy, year = 2013, journal = Frontiers in Psychology, month = 01, volume = 4, doi = 10.3389/fpsyg.2013.00229/full, }
@article{Smith2013, title = The effect of word predictability on reading time is logarithmic, authors = Nathaniel J Smith and Roger Levy, year = 2013, journal = Cognition, month = 09, number = 3, pages = 302--319, volume = 128, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027713000413, }
@article{Liang2013, title = Lambda Dependency-Based Compositional Semantics, authors = Percy Liang, year = 2013, journal = ArXiv, month = 09, URL = http://arxiv.org/abs/1309.4408, }
@inproceedings{Liu2013, title = Bilingually-Guided Monolingual Dependency Grammar Induction, authors = Kai Liu and Yajuan L u and Wenbin Jiang and Qun Liu, year = 2013, booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 1063--1072, URL = http://www.aclweb.org/anthology/P13-1105, }
@inproceedings{Kulick2013, title = Active Learning for Teaching a Robot Grounded Relational Symbols, authors = Johannes Kulick and Marc Toussaint and Tobias Lang and Manuel Lopes, year = 2013, booktitle = Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence, pages = 1451--1457, URL = http://dl.acm.org/citation.cfm?id, }
@article{MacDonald2013, title = How language production shapes language form and comprehension, authors = Maryellen C MacDonald, year = 2013, journal = Frontiers in Psychology, month = 01, volume = 4, doi = 10.3389/fpsyg.2013.00226/abstract, }
@article{Socher2013, title = Deep Learning for NLP (without Magic), authors = Richard Socher and Christopher D Manning, year = 2013, journal = North American chapter of the Association for Computational Linguistics conference, month = 01, URL = http://www-nlp.stanford.edu/courses/NAACL2013/NAACL2013-Socher-Manning-DeepLearning.pdf, }
@inproceedings{Angeli2013, title = Philosophers are Mortal: Inferring the Truth of Unseen Facts, authors = Gabor Angeli and Christopher D Manning, year = 2013, booktitle = Proceedings of the Seventeenth Conference on Computational Natural Language Learning, month = 08, pages = 133--142, URL = http://www.aclweb.org/anthology/W13-3515, }
@article{Lovell2013, title = ClusterCluster: Parallel Markov Chain Monte Carlo for Dirichlet Process Mixtures, authors = Dan Lovell and Jonathan Malmaud and Ryan P Adams and Vikash K Mansinghka, year = 2013, journal = arXiv, month = 04, URL = http://arxiv.org/abs/1304.2302, }
@article{Pitler2013, title = Finding Optimal 1-Endpoint-Crossing Trees, authors = Emily Pitler and Sampath Kannan and Mitchell P Marcus, year = 2013, journal = Transactions of the Association for Computational Linguistics, month = 01, pages = 13--24, volume = 1, URL = http://aclweb.org/anthology/Q/Q13/Q13-1002.pdf, }
@inproceedings{Riedel2013, title = Relation Extraction with Matrix Factorization and Universal Schemas, authors = Sebastian Riedel and Limin Yao and Andrew McCallum and Benjamin M Marlin, year = 2013, booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 74--84, URL = http://www.aclweb.org/anthology/N13-1008, }
@inproceedings{Petrovi{\'c}2013, title = Unsupervised joke generation from big data, authors = Sa{\v s}a Petrovi{\'c} and David Matthews, year = 2013, booktitle = Association for Computational Linguistics, month = 01, URL = http://homepages.inf.ed.ac.uk/s0894589/petrovic13unsupervised.pdf, }
@inproceedings{Kim2013, title = A Variational Approximation for Topic Modeling of Hierarchical Corpora, authors = Do-kyum Kim and Geoffrey Voelker and Lawrence K Saul and Sanjoy Dasgupta and David McAllester, year = 2013, booktitle = Proceedings of the 30th International Conference on Machine Learning (ICML-13), month = 05, number = 2, pages = 55--63, volume = 28, URL = http://jmlr.csail.mit.edu/proceedings/papers/v28/kim13.pdf, }
@inproceedings{Uematsu2013, title = Integrating Multiple Dependency Corpora for Inducing Wide-coverage Japanese CCG Resources, authors = Sumire Uematsu and Takuya Matsuzaki and Hiroki Hanaoka and Yusuke Miyao and Hideki Mima, year = 2013, booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 1042--1051, URL = http://www.aclweb.org/anthology/P13-1103, }
@inproceedings{Becerra-Bonache2013, title = The Role of Universal Constraints in Language Acquisition, authors = Leonor Becerra-Bonache and Veronica Dahl and J Emilio Miralles, year = 2013, booktitle = International Workshop on Constraint Solving and Language Processing, month = 01, number = Chapter 1, pages = 1--13, volume = 8114, doi = 10.1007/978-3-642-41578-4_1, }
@inproceedings{Krishnamurthy2013, title = Vector Space Semantic Parsing: A Framework for Compositional Vector Space Models, authors = Jayant Krishnamurthy and Tom Mitchell, year = 2013, booktitle = Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality, month = 08, pages = 1--10, URL = http://www.aclweb.org/anthology/W13-3201.pdf, }
@article{M{\"u}ller2013, title = Bayesian Nonparametric Inference --Why and How, authors = Peter M{\"u}ller and Riten Mitra, year = 2013, journal = Bayesian Analysis, month = 06, number = 2, pages = 269--302, volume = 8, URL = http://projecteuclid.org/euclid.ba/1369407550, }
@inproceedings{Blanco2013, title = A Semantically Enhanced Approach to Determine Textual Similarity, authors = Eduardo Blanco and Dan Moldovan, year = 2013, booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 1235--1245, URL = http://aclweb.org/anthology/D/D13/D13-1123.pdf, }
@inproceedings{Dell'Orletta2013, title = Unsupervised Linguistically-Driven Reliable Dependency Parses Detection and Self-Training for Adaptation to the Biomedical Domain, authors = Felice Dell'Orletta and Giulia Venturi and Simonetta Montemagni, year = 2013, booktitle = Proceedings of the 2013 Workshop on Biomedical Natural Language Processing, month = 08, pages = 45--53, URL = http://www.aclweb.org/anthology/W13-1906, }
@inproceedings{Kim2013, title = Adapting Discriminative Reranking to Grounded Language Learning, authors = Joohyun Kim and Raymond Mooney, year = 2013, booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 218--227, URL = http://www.aclweb.org/anthology/P13-1022, }
@inproceedings{Beltagy2013, title = Montague Meets Markov: Deep Semantics with Probabilistic Logical Form, authors = Islam Beltagy and Cuong Chau and Gemma Boleda and Dan Garrette and Katrin Erk and Raymond Mooney, year = 2013, booktitle = Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity, month = 06, pages = 11--21, URL = http://www.aclweb.org/anthology/S13-1002.pdf, }
@article{Llu{\'\\i}s2013, title = Joint Arc-factored Parsing of Syntactic and Semantic Dependencies, authors = Xavier Llu{\'\\i}s and Xavier Carreras and Llu{\'\\i}s M{\`a}rquez, year = 2013, journal = Transactions of the Association for Computational Linguistics, month = 05, pages = 219--230, URL = http://www.transacl.org/wp-content/uploads/2013/06/paper219.pdf, }
@inproceedings{Socher2013, title = Parsing with Compositional Vector Grammars, authors = Richard Socher and John Bauer and Christopher D Manning and Andrew Y Ng, year = 2013, booktitle = Association for Computational Linguistics, month = 01, URL = http://www.socher.org/uploads/Main/SocherBauerManningNg_ACL2013.pdf, }
@article{Socher2013, title = Grounded Compositional Semantics for Finding and Describing Images with Sentences, authors = Richard Socher and Andrej Karpathy and Quoc V. Le and Christopher D Manning and Andrew Y Ng, year = 2013, journal = Transactions of the Association for Computational Linguistics, pages = 207--218, volume = 2, URL = http://www.transacl.org/wp-content/uploads/2014/04/52.pdf, }
@article{T{\"a}ckstr{\"o}m2013, title = Weakly Supervised Part-of-Speech Tagging with Coupled Token and Type Constraints, authors = Oscar T{\"a}ckstr{\"o}m and Dipanjan Das and Slav Petrov and Ryan McDonald and Joakim Nivre, year = 2013, journal = Transactions of the Association for Computational Linguistics, month = 01, number = 1, volume = 1, URL = http://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/view/44, }
@inproceedings{Yih2013, title = Question Answering Using Enhanced Lexical Semantic Models, authors = Wen-tau Yih and Ming-Wei Chang and Christopher Meek and Andrzej Pastusiak, year = 2013, booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 1744--1753, URL = http://www.aclweb.org/anthology/P13-1171, }
@article{Pate2013, title = Predictability effects in language acquisition, authors = John K Pate, year = 2013, month = 01, URL = http://web.science.mq.edu.au/~jpate/jkpate_dissertation.pdf, }
@article{Fine2013, title = Rapid Expectation Adaptation during Syntactic Comprehension, authors = Alex B Fine and T Florian Jaeger and Thomas A Farmer and Ting Qian and Kevin Paterson, year = 2013, journal = PLoS ONE, month = 10, number = 10, pages = e77661, volume = 8, doi = 10.1371/journal.pone.0077661, }
@article{Regneri2013, title = Grounding Action Descriptions in Videos, authors = Mechaela Regneri and Marcus Rohrbach and Dominikus Wetzel and Stefan Thater and Bernt Schiele and Manfred Pinkal, year = 2013, journal = Transactions of the Association for Computational Linguistics, number = 25 -- 36, volume = 1, }
@inproceedings{Volpato2013, title = Accurate prediction of protein enzymatic class by N-to-1 Neural Networks, authors = Viola Volpato and Alessandro Adelfio and Gianluca Pollastri, year = 2013, booktitle = Computational Intelligence in Bioinformatics and Biostatistics: new trends from the CIBB conference series, volume = 14, }
@inproceedings{Poon2013, title = Grounded Unsupervised Semantic Parsing, authors = Hoifung Poon, year = 2013, booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 933--943, URL = http://www.aclweb.org/anthology/P13-1092.pdf, }
@inproceedings{Socher2013, title = Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank, authors = Richard Socher and Alex Perelygin and Jean Wu and Jason Chuang and Christopher D Manning and Andrew Y Ng and Christopher Potts, year = 2013, booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 1631--1642, URL = http://www.aclweb.org/anthology/D13-1170.pdf, }
@inproceedings{Bailly2013, title = Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion, authors = Rapha{\"e}l Bailly and Xavier Carreras and Franco M Luque and Adriadna Quattoni, year = 2013, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://www.lsi.upc.edu/~carreras/pubs/2013-emnlp-bclq.pdf, }
@inproceedings{Chiticariu2013, title = Rule-Based Information Extraction is Dead! Long Live Rule-Based Information Extraction Systems!, authors = Laura Chiticariu and Yunyao Li and Frederick R Reiss, year = 2013, booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 827--832, URL = http://www.aclweb.org/anthology/D13-1079, }
@inproceedings{Mnih2013, title = Playing Atari with Deep Reinforcement Learning, authors = Volodymyr Mnih and Koray Kavukcuoglu and David Silver and Alex Graves and Ioannis Antonoglou and Daan Wierstra and Martin Riedmiller, year = 2013, booktitle = NIPS Deep Learning Workshop, month = 12, URL = http://arxiv.org/abs/1312.5602, }
@article{Chelba2013, title = One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling, authors = Ciprian Chelba and Tomas Mikolov and Mike Schuster and Qi Ge and Thorsten Brants and Phillipp Koehn and Tony Robinson, year = 2013, journal = ArXiv, month = 12, URL = http://arxiv.org/abs/1312.3005, }
@article{Saunders2013, title = Crowdsourcing a Normative Natural Language Dataset: A Comparison of Amazon Mechanical Turk and In-Lab Data Collection, authors = Daniel R Saunders, year = 2013, journal = Journal of Medical Internet Research, month = 01, number = 5, pages = e100, volume = 15, URL = http://www.jmir.org/2013/5/e100/, }
@article{Gibson2013, title = A Noisy-Channel Account of Crosslinguistic Word-Order Variation, authors = Edward Gibson and Steven T Piantadosi and Kimberly Brink and Leon Bergen and Eunice Lim and Rebecca Saxe, year = 2013, journal = Psychological Science, month = 07, number = 7, pages = 1079--1088, volume = 24, URL = http://pss.sagepub.com.proxy2.library.illinois.edu/content/24/7/1079.full, }
@misc{Schmidt2013, title = Minimizing Finite Sums with the Stochastic Average Gradient Algorithm, authors = Mark Schmidt, year = 2013, URL = http://www.di.ens.fr/~mschmidt/Documents/2014_IPAM_SAG.pdf, }
@inproceedings{Yu2013, title = Grounded Language Learning from Video Described with Sentences, authors = Haonan Yu and Jeffrey Mark Siskind, year = 2013, booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 53--63, URL = http://www.aclweb.org/anthology/P13-1006, }
@article{Silvey2013, title = Communication Leads to the Emergence of Sub-optimal Category Structures, authors = Catriona Silvey and Simon Kirby and Kenny Smith, year = 2013, journal = Cognitive Science, month = 01, URL = http://www.lel.ed.ac.uk/~s1024062/silvey_cogsci.pdf, }
@inproceedings{Owoputi2013, title = Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters, authors = Olutobi Owoputi and Brendan O'Conor and Chris Dyer and Kevin Gimpel and Nathan Schneider and Noah A Smith, year = 2013, booktitle = North American chapter of the Association for Computational Linguistics conference, month = 01, URL = http://www.ark.cs.cmu.edu/TweetNLP/owoputi+etal.naacl13.pdf, }
@article{Huang2013, title = The use of referential context in children's online interpretation of adjectives, authors = Yi Ting Huang and Jesse Snedeker, year = 2013, journal = Developmental Psychology, number = 6, pages = 1090 -- 1102, volume = 49, URL = http://www.wjh.harvard.edu/~lds/pdfs/Huang%20&%20Snedeker%20ref%20adj.pdf, }
@inproceedings{Elming2013, title = Down-stream effects of tree-to-dependency conversions, authors = Jakob Elming and Anders Johannsen and Sigrid Klerke and Emanuele Lapponi and Hector Martinez and Anders Sogaard, year = 2013, booktitle = Proceedings of NAACL-HLT 2013, month = 01, pages = 617--626, URL = http://www.aclweb.org/anthology/N/N13/N13-1070.pdf, }
@article{Darling2013, title = Probabilistic Topic and Syntax Modeling with Part-of-Speech LDA, authors = William M Darling and Fei Song, year = 2013, journal = arXiv, month = 03, URL = http://arxiv.org/abs/1303.2826, }
@phdthesis{Spitkovsky2013, title = Grammar Induction and Parsing with Dependency-And-Boundary Models, authors = Valentin I Spitkovsky, year = 2013, school = Stanford University, month = 12, URL = http://purl.stanford.edu/cp853mp1192, }
@inproceedings{Coppola2013, title = The Effect of Higher-Order Dependency Features in Discriminative Phrase-Structure Parsing, authors = Gregory F Coppola and Mark Steedman, year = 2013, booktitle = Association for Computational Linguistics, month = 01, URL = http://www.gfcoppola.net/data/acl13-5.pdf, }
@article{Lewis2013, title = Combined Distributional and Logical Semantics, authors = Mike Lewis and Mark Steedman, year = 2013, journal = Transactions of the Association for Computational Linguistics, month = 01, pages = 179--192, volume = 1, URL = http://www.transacl.org/wp-content/uploads/2013/05/paper179.pdf, }
@inproceedings{Ambati2013, title = Using CCG categories to improve Hindi dependency parsing, authors = Bharat Ram Ambati and Tejaswini Deoskar and Mark Steedman, year = 2013, booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 08, pages = 604--609, URL = http://www.aclweb.org/anthology/P13-2107.pdf, }
@article{Stolar2013, title = The Use of Geese Theatre Methods in Developing Adolescent Identity: How Role-Play and Mask Can Help Young People Discover Their Sense of Self in a Media-Driven World, authors = Avital Stolar, year = 2013, journal = The Use of Geese Theatre Methods in Developing Adolescent Identity: How Role-Play and Mask Can Help Young People Discover Their Sense of Self in a Media-Driven World, month = 07, pages = 1--71, URL = https://mail-attachment.googleusercontent.com/attachment/u/0/?ui, }
@inproceedings{Marecek2013, title = Stop-probability estimates computed on a large corpus improve Unsupervised Dependency Parsing, authors = David Marecek and Milan Straka, year = 2013, booktitle = Association for Computational Linguistics, month = 01, URL = http://ufal.mff.cuni.cz/~marecek/papers/2013_acl_udp.pdf, }
@article{Erk2013, title = Tasks in automatic semantic analysis: Introduction to the special issue, authors = Katrin Erk and Carlo Strapparava, year = 2013, journal = Language Resources and Evaluation, month = 08, pages = 1--4, doi = 10.1007/s10579-013-9248-x, }
@inproceedings{Kollar2013, title = Toward Interactive Grounded Language Acquisition, authors = Thomas Kollar and Jayant Krishnamurthy and Grant Strimel, year = 2013, booktitle = Robotics: Science and Systems, month = 01, URL = http://www.jayantkrish.com/papers/rss2013-kollar-krishnamurthy-strimel.pdf, }
@article{Kim2013, title = Syntactic Priming without Lexical Overlap in Reading Comprehension, authors = C S Kim and K M Carbary and M K Tanenhaus, year = 2013, journal = Language and Speech, month = 07, doi = 10.1177/0023830913496052, }
@article{Zhang2013, title = Risk Bounds of Learning Processes for L{\'e}vy Processes, authors = Chao Zhang and Dacheng Tao, year = 2013, journal = The Journal of Machine Learning Research, month = 02, pages = 351--376, volume = 14, URL = http://jmlr.csail.mit.edu/papers/v14/zhang13a.html, }
@article{Teh2013, title = Bayesian Nonparametrics, authors = Yee-Whye Teh, year = 2013, journal = MLSS, month = 09, pages = 1--249, URL = http://mlss.tuebingen.mpg.de/slides_teh.pdf, }
@article{Telgarsky2013, title = Dirichlet draws are sparse with high probability, authors = Matus Telgarsky, year = 2013, journal = ArXiv, month = 01, URL = http://arxiv.org/abs/1301.4917, }
@article{Gage2013, title = Neural Stem Cells: Generating and Regenerating the Brain, authors = Fred H Gage and Sally Temple, year = 2013, journal = Neuron, month = 10, number = 3, pages = 588--601, volume = 80, URL = http://www.cell.com.proxy2.library.illinois.edu/neuron/fulltext/S0896-6273(13)00989-6, }
@article{Battaglia2013, title = Simulation as an engine of physical scene understanding, authors = Peter W. Battaglia and Jessica B. Hamrick and Joshua B. Tenenbaum, year = 2013, journal = PNAS, number = 45, volume = 110, }
@article{Lapedriza2013, title = Are all training examples equally valuable?, authors = Agata Lapedriza and Hamed Pirsiavash and Zoya Bylinskii and Antonio Torralba, year = 2013, journal = arXiv, month = 11, URL = http://arxiv.org/abs/1311.6510v1, }
@inproceedings{Tsarfaty2013, title = A Unified Morpho-Syntactic Scheme of Stanford Dependencies, authors = Reut Tsarfaty, year = 2013, booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 08, pages = 578--584, URL = http://www.aclweb.org/anthology/P13-2103, }
@article{Tse2013, title = Chinese CCGBank: Deep Derivations and Dependencies for Chinese CCG Parsing, authors = Daniel Tse, year = 2013, journal = Chinese CCGBank: Deep Derivations and Dependencies for Chinese CCG Parsing, month = 01, URL = http://ses.library.usyd.edu.au/handle/2123/9439, }
@article{Turney2013, title = Distributional Semantics Beyond Words: Supervised Learning of Analogy and Paraphrase, authors = Peter D Turney, year = 2013, journal = Transactions of the Association for Computational Linguistics, month = 10, pages = 353--366, URL = https://aclweb.org/anthology/Q/Q13/Q13-1029.pdf, }
@inproceedings{Cohen2013, title = Experiments with Spectral Learning of Latent-Variable PCFGs, authors = Shay B Cohen and Karl Stratos and Michael Collins and Dean P Foster and Lyle Ungar, year = 2013, booktitle = North American chapter of the Association for Computational Linguistics conference, month = 01, URL = http://www.cs.columbia.edu/~scohen/naacl13spectral.pdf, }
@article{Weston2013, title = Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction, authors = Jason Weston and Antoine Bordes and Oksana Yakhnenko and Nicolas Usunier, year = 2013, journal = arXiv, month = 07, URL = http://arxiv.org/abs/1307.7973, }
@inproceedings{Kollar2013, title = Learning environmental knowledge from task-based human-robot dialog, authors = Thomas Kollar and Vittorio Perera and Daniele Nardi and Manuela Veloso, year = 2013, booktitle = 2013 IEEE International Conference on Robotics and Automation (ICRA), pages = 4304--4309, URL = http://ieeexplore.ieee.org/document/6631186/, }
@article{Ingalhalikar2013, title = Sex differences in the structural connectome of the human brain, authors = Madhura Ingalhalikar and Alex Smith and Drew Parker and Theodore D Satterthwaite and Mark A Elliott and Kosha Ruparel and Hakon Hakonarson and Raquel E Gur and Ruben C Gur and Ragini Verma, year = 2013, journal = Proceedings of the National Academy of Sciences, month = 01, URL = http://www.pnas.org/content/early/2013/11/27/1316909110, }
@inproceedings{Ferguson2013, title = Communication and Categorization: New Insights into the Relation Between Speech, Labels and Concepts for Infants, authors = Brock Ferguson and Sandra R Waxman, year = 2013, booktitle = CogSci, URL = http://groups.psych.northwestern.edu/waxman/documents/FergusonWaxman2013CogSci.pdf, }
@article{Ferry2013, title = Nonhuman primate vocalizations support categorization in very young human infants, authors = Alissa L Ferry and Susan J Hespos and Sandra R Waxman, year = 2013, journal = Proceedings of the National Academy of Sciences, month = 09, number = 38, pages = 15231--15235, volume = 110, URL = http://www.pnas.org/content/110/38/15231.full, }
@inproceedings{Nakashole2013, title = Fine-grained Semantic Typing of Emerging Entities, authors = Ndapadula Nakashole and Tomasz Tylenda and Gerhard Weikum, year = 2013, booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 1488--1497, URL = http://www.aclweb.org/anthology/P13-1146.pdf, }
@article{Kingma2013, title = Auto-Encoding Variational Bayes, authors = Diederik P Kingma and Max Welling, year = 2013, journal = ArXiv, month = 12, URL = https://arxiv.org/abs/1312.6114, }
@phdthesis{Weninger2013, title = Discovering roles and types from hierarchical information networks, authors = Timothy Weninger, year = 2013, school = University of Illinois at Urbana-Champaign, month = 08, URL = https://www.ideals.illinois.edu/handle/2142/45402, }
@article{Gretz2013, title = Parsing Hebrew CHILDES transcripts, authors = Shai Gretz and Alon Itai and Brian MacWhinney and Bracha Nir and Shuly Wintner, year = 2013, journal = Language Resources and Evaluation, month = 11, pages = 1--39, doi = 10.1007/s10579-013-9256-x/fulltext.html, }
@article{Albert2013, title = The Hebrew CHILDES corpus: transcription and morphological analysis, authors = Aviad Albert and Brian MacWhinney and Bracha Nir and Shuly Wintner, year = 2013, journal = Language Resources and Evaluation, month = 02, number = 4, pages = 973--1005, volume = 47, doi = 10.1007/s10579-012-9214-z/fulltext.html, }
@inproceedings{Elsner2013, title = A Joint Learning Model of Word Segmentation, Lexical Acquisition, and Phonetic Variability, authors = Micha Elsner and Sharon Goldwater and Naomi H Feldman and Frank Wood, year = 2013, booktitle = Empirical Methods in Natural Language Processing, month = 01, URL = http://homepages.inf.ed.ac.uk/sgwater/papers/emnlp13-SegLexPhon.pdf, }
@article{Wright2013, title = Optimization (and Learning), authors = Stephen J Wright, year = 2013, journal = MLSS, month = 08, pages = 1--232, URL = http://mlss.tuebingen.mpg.de/wright_slides.pdf, }
@inproceedings{Williamson2013, title = Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models, authors = Sinead A Williamson and Avinava Dubey and Eric P Xing, year = 2013, booktitle = Proceedings of the 30th International Conference on Machine Learning, month = 01, URL = http://jmlr.csail.mit.edu/proceedings/papers/v28/williamson13.pdf, }
@article{Baroni2013, title = Frege in Space: A Program for Compositional DistributionalSemantics, authors = Marco Baroni and Raffaella Bernardi and Roberto Zamparelli, year = 2013, journal = Linguistic Issues in Language Technologies LiLT, month = 07, pages = 1--107, URL = http://clic.cimec.unitn.it/composes/materials/frege-in-space.pdf, }
@book{Dagan2013, title = Recognizing Textual Entailment: Models and Applications, authors = Ido Dagan and Dan Roth and M Sammons and Fabio Massimo Zanzotto, year = 2013, doi = 10.2200/S00509ED1V01Y201305HLT023, }
@article{Artzi2013, title = Semantic Parsing with Combinatory Categorial Grammars, authors = Yoav Artzi and Nicholas FitzGerald and Luke S Zettlemoyer, year = 2013, journal = Association for Computational Linguistics, month = 01, URL = http://yoavartzi.com/pub/afz-tutorial.acl.2013.pdf, }
@inproceedings{Kwiatkowski2013, title = Scaling Semantic Parsers with On-the-Fly Ontology Matching, authors = Tom Kwiatkowski and Eunsol Choi and Yoav Artzi and Luke S Zettlemoyer, year = 2013, booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 1545--1556, URL = http://www.aclweb.org/anthology/D13-1161, }
@article{Artzi2013, title = Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions, authors = Yoav Artzi and Luke S Zettlemoyer, year = 2013, journal = Transactions of the Association for Computational Linguistics, month = 01, pages = 49--62, URL = http://www.transacl.org/wp-content/uploads/2013/03/paper49.pdf, }
@article{Shalev-Shwartz2013, title = Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization, authors = Shai Shalev-Shwartz and Tong Zhang, year = 2013, journal = The Journal of Machine Learning Research, month = 02, pages = 567--599, volume = 14, URL = http://jmlr.csail.mit.edu/papers/v14/shalev-shwartz13a.html, }
@article{Ziebart2013, title = Beyond Conditionals: Structured Prediction for Interacting Processes, authors = Brian Ziebart, year = 2013, journal = AIIS, month = 02, pages = 1--50, }
@inproceedings{Mikolov2013, title = Linguistic Regularities in Continuous Space Word Representations, authors = Tomas Mikolov and Wen-tau Yih and Geoffrey Zweig, year = 2013, booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 746--751, URL = http://www.aclweb.org/anthology/N13-1090, }
@inproceedings{Mueller2013, title = Efficient Higher-Order CRFs for Morphological Tagging, authors = Thomas Mueller and Helmut Schmid and Hinrich Sch u tze, year = 2013, booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, month = 10, pages = 322--332, URL = http://www.aclweb.org/anthology/D13-1032, }
@inproceedings{Ivanova2013, title = Survey on parsing three dependency representations for English, authors = Angelina Ivanova and Stephan Oepen and Lilja {\O}vrelid, year = 2013, booktitle = 51st Annual Meeting of the Association for Computational Linguistics Proceedings of the Student Research Workshop, month = 08, pages = 31--37, URL = http://www.aclweb.org/anthology/P13-3005, }
@article{Huebener2014, title = Specific Non-Gluten Proteins of Wheat are Novel Target Antigens in Celiac Disease Humoral Response, authors = Sina Huebener and Charlene K Tanaka and Melanie Uhde and John J Zone and William H Vensel and Donald D Kasarda and Leilani Beams and Chiara Briani and Peter H R Green and Susan B Altenbach and Armin Alaedini, year = 2014, journal = Journal of Proteome Research, month = 10, pages = 141020183603006, doi = 10.1021/pr500809b, }
@article{Santamaria2014, title = Pattern-based unsupervised parsing method, authors = Jesus Santamaria and Lourdes Araujo, year = 2014, journal = Natural Language Engineering, month = 06, pages = 1--26, URL = http://www.journals.cambridge.org/abstract_S1351324914000072, }
@inproceedings{Gimpel2014, title = Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation, authors = Kevin Gimpel and Mohit Bansal, year = 2014, booktitle = Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), month = 01, pages = 1329--1341, URL = http://aclweb.org/anthology/D14-1139.pdf, }
@article{Bruni2014, title = Multimodal distributional semantics, authors = Elia Bruni and Nam-Khanh Tran and Marco Baroni, year = 2014, journal = Journal of Artificial Intelligence Research, pages = 1--47, volume = 49, }
@article{Naseem2014, title = Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches, authors = Tahira Naseem and Benjamin Snyder and Jacob Eisenstein and Regina Barzilay, year = 2014, journal = JAIR, month = 01, volume = 36, URL = http://www.google.com/url?q, }
@article{Goodfellow2014, title = Generative Adversarial Networks, authors = Ian J Goodfellow and Jean Pouget-Abadie and Mehdi Mirza and Bing Xu and David Warde-Farley and Sherjil Ozair and Aaron Courville and Yoshua Bengio, year = 2014, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1406.2661, }
@inproceedings{Cho2014, title = Learning Phrase Representations using RNN Encoder--Decoder for Statistical Machine Translation, authors = Kyunghyun Cho and Bart van Merrienboer and Caglar Gulcehre and Dzmitry Bahdanau and Fethi Bougares and Holger Schwenk and Yoshua Bengio, year = 2014, booktitle = Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), month = October, pages = 1724--1734, URL = http://www.aclweb.org/anthology/D14-1179, }
@article{Hill2014, title = Embedding Word Similarity with Neural Machine Translation, authors = Felix Hill and Kyunghyun Cho and Sebastien Jean and Coline Devin and Yoshua Bengio, year = 2014, journal = ArXiv, month = 12, URL = https://arxiv.org/abs/1412.6448, }
@inproceedings{Riedl2014, title = Combining Supervised and Unsupervised Parsing for Distributional Similarity, authors = Martin Riedl and Irina Alles and Chris Biemann, year = 2014, booktitle = COLING, month = 01, URL = http://www.lt.informatik.tu-darmstadt.de/fileadmin/user_upload/Group_LangTech/publications/2014_COLING_Unsuparse_RiedlAllesBiemann.pdf, }
@article{Dubbin2014, title = Modelling the Lexicon in Unsupervised Part of Speech Induction, authors = Greg Dubbin and Phil Blunsom, year = 2014, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1402.6516, }
@inproceedings{Kalchbrenner2014, title = A Convolutional Neural Network for Modelling Sentences, authors = Nal Kalchbrenner and Edward Grefenstette and Phil Blunsom, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 06, pages = 655--665, URL = http://www.aclweb.org/anthology/P14-1062.pdf, }
@phdthesis{Boonkwan2014, title = Scalable semi-supervised grammar induction using cross-linguistically parameterized syntactic prototypes, authors = Prachya Boonkwan, year = 2014, school = The University of Edinburgh, month = 01, URL = http://www.era.lib.ed.ac.uk/handle/1842/9808, }
@article{Boonkwan2014, title = Scalable Semi-Supervised Grammar Induction using Cross-Linguistically Parameterized Syntactic Prototypes, authors = Prachya Boonkwan, year = 2014, journal = Scalable Semi-Supervised Grammar Induction using Cross-Linguistically Parameterized Syntactic Prototypes, month = 02, pages = 1--231, URL = https://docs.google.com/a/yo-tech.com/file/d/0B7bMReosLohkREVKdTZSei1TWVk/edit, }
@article{Weston2014, title = Memory Networks, authors = Jason Weston and Sumit Chopra and Antoine Bordes, year = 2014, journal = ArXiv, month = 10, URL = http://arxiv.org/abs/1410.3916, }
@inproceedings{Evang2014, title = RoBox: CCG with Structured Perceptron for Supervised Semantic Parsing of Robotic Spatial Commands, authors = Kilian Evang and Johan Bos, year = 2014, booktitle = Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014), month = 08, pages = 482--486, URL = http://www.aclweb.org/anthology/S14-2084, }
@article{Yoon2014, title = Adjusting conceptual pacts in three-party conversation., authors = Si On Yoon and Sarah Brown-Schmidt, year = 2014, journal = Journal of Experimental Psychology: Learning, Memory, and Cognition, month = 07, number = 4, pages = 919--937, volume = 40, URL = http://initial.southwestwifi.com/default.html, }
@article{Parrell2014, title = Spatiotemporal coupling between speech and manual motor actions, authors = Benjamin Parrell and Louis Goldstein and Sungbok Lee and Dani Byrd, year = 2014, journal = Journal of Phonetics, month = 01, pages = 1--11, volume = 42, URL = http://linkinghub.elsevier.com/retrieve/pii/S0095447013000776, }
@inproceedings{Artzi2014, title = Programming by Demonstration with Situated Semantic Parsing, authors = Yoav Artzi and Maxwell Forbes and Kenton Lee and Maya Cakmak, year = 2014, booktitle = 2014 AAAI Fall Symposium Series, month = 01, URL = http://hcrlab.cs.washington.edu/pdfs/aflc-aaaifs2014-ai-hri.2014.pdf, }
@inproceedings{Paolacci2014, title = Inside the Turk: Understanding Mechanical Turk as a Participant Pool, authors = Gabriele Paolacci and Jesse Chandler, year = 2014, booktitle = Current Directions in Psychological Science, }
@article{Dell2014, title = The P-chain: relating sentence production and its disorders to comprehension and acquisition, authors = Gary S Dell and Franklin Chang, year = 2014, journal = Philosophical Transactions of the Royal Society B: Biological Sciences, month = 01, number = 1634, pages = 20120394--20120394, volume = 369, URL = http://rstb.royalsocietypublishing.org.proxy2.library.illinois.edu/content/369/1634/20120394.full, }
@article{Wang2014, title = Syntactic Function-Based Chinese Lexical Categories and Category Grammar Parsing, authors = Qingjiang Wang and Lin Zhang and Chengguo Chang, year = 2014, journal = Journal of Software, month = 01, number = 5, pages = 1270-1274, volume = 9, URL = http://ojs.academypublisher.com/index.php/jsw/article/view/11118, }
@phdthesis{Vaswani2014, title = Smaller, faster and accurate models for statistical machine translation, authors = Ashish Vaswani and David Chiang, year = 2014, school = University of Southern California, month = June, URL = http://digitallibrary.usc.edu/cdm/ref/collection/p15799coll3/id/449238, }
@article{Steedman2014, title = A massively parallel corpus: the Bible in 100 languages, authors = Mark Steedman and Christos Christodoulopoulos, year = 2014, journal = Language Resources and Evaluation, month = November, pages = 1--21, doi = 10.1007/s10579-014-9287-y/fulltext.html, }
@article{Clark2014, title = Learning Trees from Strings: A Strong Learning Algorithm for some Context-Free Grammars, authors = Alexander Clark, year = 2014, journal = The Journal of Machine Learning Research, month = 01, pages = 3537--3559, volume = 14, URL = http://jmlr.org/papers/v14/clark13a.html, }
@inproceedings{Polajnar2014, title = Improving Distributional Semantic Vectors through Context Selection and Normalisation, authors = Tamara Polajnar and Stephen Clark, year = 2014, booktitle = Proceedings of the th Conference of the European Chapter of the Association for Computational Linguistics, month = 01, URL = http://www.cl.cam.ac.uk/~tp366/papers/eacl2014-polajnarclark.pdf, }
@inproceedings{Rudinger2014, title = Is the Stanford Dependency Representation Semantic?, authors = Rachel Rudinger and Benjamin Van Durme, year = 2014, booktitle = Proceedings of the Second Workshop on EVENTS: Definition, Detection, Coreference, and Representation, month = 06, pages = 54--58, URL = http://www.aclweb.org/anthology/W14-2908.pdf, }
@inproceedings{Yao2014, title = Freebase QA: Information Extraction or Semantic Parsing?, authors = Xuchen Yao and Jonathan Berant and Benjamin Van Durme, year = 2014, booktitle = Proceedings of ACL Workshop on Semantic Parsing, month = 01, URL = http://cs.jhu.edu/~xuchen/paper/yao-ie-sp-acl2014.pdf, }
@inproceedings{Yao2014, title = Information Extraction over Structured Data: Question Answering with Freebase, authors = Xuchen Yao and Benjamin Van Durme, year = 2014, booktitle = Proceedings of ACL, month = 01, URL = http://cs.jhu.edu/~xuchen/paper/yao-jacana-freebase-acl2014.pdf, }
@article{Enserink2014, title = Sabotaged Scientist Sues Yale and Her Lab Chief, authors = Martin Enserink, year = 2014, journal = Science, month = 03, number = 6175, pages = 1065--1066, volume = 343, URL = http://www.sciencemag.org/content/343/6175/1065.full, }
@inproceedings{Seo2014, title = Diagram Understanding in Geometry Questions, authors = Minjoon Seo and Hannaneh Hajishirzi and Ali Farhadi and Oren Etzioni, year = 2014, booktitle = Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, month = 01, pages = 2831--2838, URL = http://seominjoon.github.io/assets/papers/geosolver/diagram.pdf, }
@inproceedings{Koncel-Kedziorski2014, title = Multi-Resolution Language Grounding with Weak Supervision, authors = R Koncel-Kedziorski and Hannaneh Hajishirzi and Ali Farhadi, year = 2014, booktitle = Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), month = 10, pages = 386--396, URL = http://www.aclweb.org/anthology/D14-1043.pdf, }
@article{Zaremba2014, title = Learning to Discover Efficient Mathematical Identities, authors = Wojciech Zaremba and Karol Kurach and Rob Fergus, year = 2014, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1406.1584, }
@article{Borovsky2014, title = Real-time interpretation of novel events across childhood, authors = Arielle Borovsky and Kim Sweeney and Jeffrey L Elman and Anne Fernald, year = 2014, journal = Journal of Memory and Language, month = 05, pages = 1--14, volume = 73, URL = http://linkinghub.elsevier.com/retrieve/pii/S0749596X14000060, }
@inproceedings{Kong2014, title = What Are You Talking About? Text-to-Image Coreference, authors = Chen Kong and Dahua Lin and Mohit Bansal and Raquel Urtasun and Sanja Fidler, year = 2014, booktitle = 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), month = 06, pages = 3558--3565, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@inproceedings{Schmidt2014, title = DART: Dense Articulated Real-Time Tracking, authors = Tanner Schmidt and Richard Newcombe and Dieter Fox, year = 2014, booktitle = Robotics: Science and Systems, URL = https://github.com/tschmidt23/dart, }
@inproceedings{Matuszek2014, title = Learning from Unscripted Deictic Gesture and Language for Human-Robot Interactions, authors = Cynthia Matuszek and Liefeng Bo and Luke S Zettlemoyer and Dieter Fox, year = 2014, booktitle = Twenty-Eighth AAAI Conference on Artificial Intelligence, month = 01, pages = 2556--2563, URL = http://www.aaai.org/ocs/index.php/AAAI/AAAI14/paper/view/8327, }
@article{Frank2014, title = Learning words through probabilistic inferences about speakers’ communicative intentions, authors = Michael C Frank, year = 2014, journal = Language in Interaction: Studies in honor of Eve V. Clark, volume = 12, }
@article{Gal2014, title = Semantics, Modelling, and the Problem of Representation of Meaning -- a Brief Survey of Recent Literature, authors = Yarin Gal, year = 2014, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1402.7265, }
@inproceedings{Hermann2014, title = Semantic Frame Identification with Distributed Word Representations, authors = Karl Moritz Hermann and Dipanjan Das and Jason Weston and Kuzman Ganchev, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 06, pages = 1448--1458, URL = http://www.aclweb.org/anthology/P14-1136, }
@article{Gil2014, title = Ten simple rules for starting a research group, authors = Yolanda Gil, year = 2014, journal = AI Matters, month = 12, number = 2, pages = 4--10, volume = 1, URL = http://dl.acm.org/citation.cfm?doid, }
@article{Belinkov2014, title = Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment, authors = Yonatan Belinkov and Tao Lei and Regina Barzilay and Amir Globerson, year = 2014, journal = Transactions of the Association for Computational Linguistics, month = 12, number = 0, pages = 561--572, volume = 2, URL = https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/view/488/113, }
@inproceedings{Stanovsky2014, title = Intermediary Semantic Representation through Proposition Structures, authors = Gabriel Stanovsky and Jessica Ficler and Ido Dagani and Yoav Goldberg, year = 2014, booktitle = Proceedings of the ACL Workshop on Semantic Parsing, month = 01, pages = 66--70, URL = http://sp14.ws/pub/sfdg-sp14-2014.pdf, }
@inproceedings{Levy2014, title = Linguistic Regularities in Sparse and Explicit Word Representations, authors = Omer Levy and Yoav Goldberg, year = 2014, booktitle = Conference on Computational Natural Language Learning, month = 01, URL = http://levyomer.files.wordpress.com/2014/04/linguistic-regularities-in-sparse-and-explicit-word-representations-conll-2014.pdf, }
@inproceedings{Sirts2014, title = POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process, authors = Kairit Sirts and Jacob Eisenstein and Micha Elsner and Sharon Goldwater, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 06, pages = 265--271, URL = http://www.aclweb.org/anthology/P14-2044.pdf, }
@inproceedings{Frank2014, title = Weak semantic context helps phonetic learning in a model of infant language acquisition, authors = Stella Frank and Naomi H Feldman and Sharon Goldwater, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 06, pages = 1073--1083, URL = http://www.aclweb.org/anthology/P14-1101.pdf, }
@article{Maillard2014, title = A Type-Driven Tensor-Based Semantics for CCG, authors = Jean Maillard and Stephen Clark and Edward Grefenstette, year = 2014, journal = EACL 2014 Type Theory and Natural Language Semantics Workshop, month = 01, URL = http://www.cl.cam.ac.uk/~sc609/pubs/eacl14types.pdf, }
@inproceedings{Chai2014, title = Collaborative effort towards common ground in situated human-robot dialogue, authors = Joyce Y Chai and Lanbo She and Rui Fang and Spencer Ottarson and Cody Littley and Changsong Liu and Kenneth Hanson, year = 2014, booktitle = SIGAI, ACM Special Interest Group on Artificial Intelligence, month = 03, pages = 33--40, URL = http://dl.acm.org/citation.cfm?doid, }
@inproceedings{Tsarfaty2014, title = Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation, authors = Reut Tsarfaty and Ilia Pogrebezky and Guy Weiss and Yaarit Natan and Smadar Szekely and David Harel, year = 2014, booktitle = Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), month = 10, pages = 1296--1307, URL = http://www.aclweb.org/anthology/D14-1136.pdf, }
@inproceedings{Grefenstette2014, title = A Deep Architecture for Semantic Parsing, authors = Edward Grefenstette and Phil Blunsom and Nando de Freitas and Karl Moritz Hermann, year = 2014, booktitle = Proceedings of ACL Workshop on Semantic Parsing, month = 01, URL = http://arxiv.org/pdf/1404.7296v1.pdf, }
@article{Clancy2014, title = Survey of Academic Field Experiences (SAFE): Trainees Report Harassment and Assault, authors = Kathryn B. H. Clancy and Robin G. Nelson and Julienne N. Rutherford and Katie Hinde, year = 2014, journal = PLOS ONE, month = 07, number = 7, pages = 1-9, volume = 9, doi = 10.1371/journal.pone.0102172, }
@article{Hockenmaier2014, title = Describing Images in Natural Language Part II, authors = Julia Hockenmaier, year = 2014, journal = European Chapter of the Association for Computational Linguistics, month = 04, pages = 1--10, URL = http://shannon.cs.illinois.edu/EACLTutorial2014/EACLPart2Print.pdf, }
@article{Hockenmaier2014, title = Describing Images in Natural Language Part I, authors = Julia Hockenmaier, year = 2014, journal = European Chapter of the Association for Computational Linguistics, month = 04, pages = 1--7, URL = http://shannon.cs.illinois.edu/EACLTutorial2014/EACLPart1Print.pdf, }
@article{Campbell2014, title = Decentralized Variational Bayesian Inference, authors = Trevor Campbell and Jonathan P How, year = 2014, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1403.7471, }
@article{Paine2014, title = An Analysis of Unsupervised Pre-training in Light of Recent Advances, authors = Tom Le Paine and Pooya Khorrami and Wei Han and Thomas S Huang, year = 2014, journal = ArXiv, month = 12, URL = http://arxiv.org/abs/1412.6597, }
@article{Casperson2014, title = Investigation of thermal effects on fatigue crack closure using multiscale digital image correlation experiments, authors = Mallory C Casperson and Jay D Carroll and John Lambros and Huseyin Sehitoglu and Robert H Dodds Jr., year = 2014, journal = International Journal of Fatigue, month = 04, pages = 10--20, volume = 61, URL = http://linkinghub.elsevier.com/retrieve/pii/S0142112313003356, }
@inproceedings{Mnih2014, title = Recurrent Models of Visual Attention, authors = Volodymyr Mnih and Nicolas Heess and Alex Graves and Koray Kavukcuoglu, year = 2014, booktitle = NIPS, month = 06, URL = http://arxiv.org/abs/1406.6247, }
@article{Ba2014, title = Multiple Object Recognition with Visual Attention, authors = Jimmy Ba and Volodymyr Mnih and Koray Kavukcuoglu, year = 2014, journal = ArXiv, month = 12, URL = http://arxiv.org/abs/1412.7755, }
@article{Iandola2014, title = DenseNet: Implementing Efficient ConvNet Descriptor Pyramids, authors = Forrest Iandola and Matt Moskewicz and Sergey Karayev and Ross Girshick and Trevor Darrell and Kurt Keutzer, year = 2014, journal = ArXiv, month = 04, URL = https://arxiv.org/abs/1404.1869, }
@inproceedings{Hashimoto2014, title = Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association Features, authors = Chikara Hashimoto and Kentaro Torisawa and Julien Kloetzer and Motoki Sano and Istv a n Varga and Jong-Hoon Oh and Yutaka Kidawara, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 06, pages = 987--997, URL = http://www.aclweb.org/anthology/P14-1093, }
@inproceedings{Hall2014, title = Less Grammar, More Features, authors = David Hall and Greg Durrett and Dan Klein, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 06, pages = 228--237, URL = http://www.aclweb.org/anthology/P14-1022, }
@phdthesis{Konstas2014, title = Joint Models for Concept-to-text Generation, authors = Ioannis Konstas, year = 2014, school = University of Edinburgh, URL = http://homepages.inf.ed.ac.uk/ikonstas/presentations/infthesis.pdf, }
@article{Wagner2014, title = Gesture and speech in interaction: An overview, authors = Petra Wagner and Zofia Malisz and Stefan Kopp, year = 2014, journal = Speech Communication, month = 02, pages = 209--232, volume = 57, URL = http://linkinghub.elsevier.com/retrieve/pii/S0167639313001295, }
@inproceedings{Baroni2014, title = Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors, authors = Marco Baroni and Georgiana Dinu and Germ a n Kruszewski, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 06, pages = 238--247, URL = http://www.aclweb.org/anthology/P/P14/P14-1023.pdf, }
@article{Xu2014, title = Incandescent affect: Turning on the hot emotional system with bright light, authors = Alison Jing Xu and Aparna A Labroo, year = 2014, journal = Journal of Consumer Psychology, month = 01, number = 2, pages = 207--216, volume = 24, URL = http://www.sciencedirect.com/science/article/pii/S1057740813001174, }
@inproceedings{Konstas2014, title = Incremental Semantic Role Labeling with Tree Adjoining Grammar, authors = Ioannis Konstas and Frank Keller and Vera Demberg and Mirella Lapata, year = 2014, booktitle = Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), month = 10, pages = 301--312, URL = http://www.aclweb.org/anthology/D14-1036.pdf, }
@inproceedings{Silberer2014, title = Learning Grounded Meaning Representations with Autoencoders, authors = Carina Silberer and Mirella Lapata, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = jun, pages = 721--732, doi = 10.3115/v1/P14-1068, URL = https://www.aclweb.org/anthology/P14-1068, }
@article{Sutskever2014, title = Sequence to Sequence Learning with Neural Networks, authors = Ilya Sutskever and Oriol Vinyals and Quoc V. Le, year = 2014, journal = ArXiv, month = 09, URL = http://arxiv.org/abs/1409.3215, }
@article{Levinson2014, title = Language and Wallace's problem, authors = S Levinson, year = 2014, journal = Science, month = 06, number = 6191, pages = 1458--1459, volume = 344, doi = 10.1126/science.1252988, }
@article{Goldberg2014, title = word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method, authors = Yoav Goldberg and Omer Levy, year = 2014, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1402.3722, }
@inproceedings{Berant2014, title = Semantic Parsing via Paraphrasing, authors = Jonathan Berant and Percy Liang, year = 2014, booktitle = Association for Computational Linguistics, month = 01, URL = http://www.cs.tau.ac.il/~jonatha6/homepage_files/publications/ACL14.pdf, }
@article{Liang2014, title = Talking to computers in natural language, authors = Percy Liang, year = 2014, journal = XRDS: Crossroads, The ACM Magazine for Students, month = 10, number = 1, pages = 18--21, volume = 21, URL = http://dl.acm.org.proxy2.library.illinois.edu/ft_gateway.cfm?id, }
@article{Bristow2014, title = Why do linear SVMs trained on HOG features perform so well?, authors = Hilton Bristow and Simon Lucey, year = 2014, journal = ArXiv, month = June, URL = http://arxiv.org/abs/1406.2419, }
@article{MacWhinney2014, title = What we have learned, authors = Brian MacWhinney, year = 2014, journal = Journal of Child Language, number = S1, pages = 124–131, volume = 41, doi = 10.1017/S0305000914000142, }
@article{MacWhinney2014, title = Item-based patterns in early syntactic development, authors = Brian MacWhinney, year = 2014, journal = Constructions, collocations, patterns, volume = 2562, }
@inproceedings{Devlin2014, title = Fast and Robust Neural Network Joint Models for Statistical Machine Translation, authors = Jacob Devlin and Rabih Zbib and Zhongqiang Huang and Thomas Lamar and Richard Schwartz and John Makhoul, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 06, pages = 1370--1380, URL = http://www.aclweb.org/anthology/P/P14/P14-1129.pdf, }
@article{Girshick2014, title = Deformable Part Models are Convolutional Neural Networks, authors = Ross Girshick and Forrest Iandola and Trevor Darrell and Jitendra Malik, year = 2014, journal = ArXiv, month = 09, URL = http://arxiv.org/abs/1409.5403, }
@inproceedings{Chen2014, title = A Fast and Accurate Dependency Parser using Neural Networks, authors = Danqi Chen and Christopher D Manning, year = 2014, booktitle = Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), month = 10, pages = 740--750, URL = http://www.aclweb.org/anthology/D14-1082, }
@inproceedings{Pennington2014, title = GloVe: Global Vectors for Word Representation, authors = Jeffrey Pennington and Richard Socher and Christopher D. Manning, year = 2014, booktitle = Empirical Methods in Natural Language Processing (EMNLP), pages = 1532--1543, URL = http://www.aclweb.org/anthology/D14-1162, }
@article{Bowman2014, title = Recursive Neural Networks for Learning Logical Semantics, authors = Samuel R Bowman and Christopher Potts and Christopher D Manning, year = 2014, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1406.1827, }
@article{Vilnis2014, title = Word Representations via Gaussian Embedding, authors = Luke Vilnis and Andrew McCallum, year = 2014, journal = ArXiv, month = 12, URL = http://arxiv.org/abs/1412.6623, }
@inproceedings{Krishnamurthy2014, title = Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar, authors = Jayant Krishnamurthy and Tom M Mitchell, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 06, pages = 1188--1198, URL = http://www.aclweb.org/anthology/P14-1112.pdf, }
@article{Yokoyama2014, title = Vegetarian Diets and Blood Pressure: A Meta-analysis, authors = Yoko Yokoyama and Kunihiro Nishimura and Neal D Barnard and Misa Takegami and Makoto Watanabe and Akira Sekikawa and Tomonori Okamura and Yoshihiro Miyamoto, year = 2014, journal = JAMA Internal Medicine, month = 02, URL = http://archinte.jamanetwork.com/article.aspx?doi, }
@inproceedings{Beltagy2014, title = Efficient Markov Logic Inference for Natural Language Semantics, authors = I Beltagy and Raymond J Mooney, year = 2014, booktitle = Proceedings of the Fourth International Workshop on Statistical Relational AI at AAAI StarAI-, month = 01, URL = http://www.cs.utexas.edu/~ai-lab/pub-view.php?PubID, }
@inproceedings{Artzi2014, title = Learning Compact Lexicons for CCG Semantic Parsing, authors = Yoav Artzi and Dipanjan Das and Slav Petrov, year = 2014, booktitle = Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), month = 10, pages = 1273--1283, URL = http://www.aclweb.org/anthology/D14-1134.pdf, }
@article{Silver2014, title = Deterministic Policy Gradient Algorithms, authors = David Silver and Guy Lever and Nicolas Heess and Thomas Degris and Daan Wierstra and Martin Riedmiller, year = 2014, journal = Proceedings of The st International Conference on Machine Learning, month = 01, pages = 387--395, URL = http://jmlr.org/proceedings/papers/v32/silver14.html, }
@phdthesis{Roesner2014, title = Security and Privacy from Untrusted Applications in Modern and Emerging Client Platforms, authors = Franzi Roesner, year = 2014, school = University of Washington, Seattle, month = 06, URL = http://www.franziroesner.com/pdf/roesner-dissertation.pdf, }
@inproceedings{Tellex2014, title = Asking for Help Using Inverse Semantics, authors = Stefanie Tellex and Ross A Knepper and Adrian Li and Thomas M. Howard and Daniela Rus and Nicholas Roy, year = 2014, booktitle = RSS, URL = http://cs.brown.edu/courses/csci2951-k/papers/tellex14.pdf, }
@article{Tellex2014, title = Learning Perceptually Grounded Word Meanings from Unaligned Parallel Data, authors = Stefanie Tellex and Pratiksha Thaker and Joshua Joseph and Nicholas Roy, year = 2014, journal = Machine learning, month = 01, number = 2, pages = 151--167, volume = 94, }
@article{Srivastava2014, title = Dropout: A Simple Way to Prevent Neural Networks from Overfitting, authors = Nitish Srivastava and Geoffrey Hinton and Alex Krizhevsky and Ilya Sutskever and Ruslan Salakhutdinov, year = 2014, journal = The Journal of Machine Learning Research, month = 01, pages = 1929--1958, volume = 15, URL = http://jmlr.org/papers/v15/srivastava14a.html, }
@article{Goldberg2014, title = A Tabular Method for Dynamic Oracles in Transition-Based Parsing, authors = Yoav Goldberg and Francesco Sartorio and Giorgio Satta, year = 2014, journal = Transactions of the Association for Computational Linguistics, month = 01, URL = http://www.transacl.org/wp-content/uploads/2014/04/45.pdf, }
@article{Kuhlmann2014, title = A New Parsing Algorithm for Combinatory Categorial Grammar, authors = Marco Kuhlmann and Giorgio Satta, year = 2014, journal = Transactions of the Association for Computational Linguistics, month = 10, number = 10, pages = 405-418, volume = 2, URL = http://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/view/432, }
@inproceedings{Misra2014, title = Tell Me Dave: Context-Sensitive Grounding of Natural Language to Mobile Manipulation Instructions, authors = Dipendra K Misra and Jaeyong Sung and Kevin Lee and Ashutosh Saxena, year = 2014, booktitle = Robotics: Science and Systems, }
@inproceedings{Kuehne2014, title = The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities, authors = H. Kuehne and A. B. Arslan and T. Serre, year = 2014, booktitle = Proceedings of Computer Vision and Pattern Recognition Conference (CVPR), }
@inproceedings{Yuret2014, title = Unsupervised Instance-Based Part of Speech Induction Using Probable Substitutes, authors = Deniz Yuret and Mehmet Ali Yatbaz and Enis Sert, year = 2014, booktitle = Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers, month = 08, pages = 2303--2313, URL = http://www.aclweb.org/anthology/C14-1217, }
@article{El-taher2014, title = An Arabic CCG approach for determining constituent types from Arabic Treebank, authors = Ahmed I El-taher and Hitahm M Abo Bakr and Ibrahim Zidan and Khaled Shaalan, year = 2014, journal = Journal of King Saud University - Computer and Information Sciences, month = 09, URL = http://linkinghub.elsevier.com/retrieve/pii/S1319157814000299, }
@inproceedings{Garrette2014, title = Weakly-Supervised Bayesian Learning of a CCG Supertagger, authors = Dan Garrette and Chris Dyer and Jason Baldridge and Noah A Smith, year = 2014, booktitle = Conference on Computational Natural Language Learning, month = 01, URL = http://www.cs.utexas.edu/~dhg/papers/garrette_dyer_baldridge_smith_conll2014.pdf, }
@inproceedings{Yogatama2014, title = Linguistic Structured Sparsity in Text Categorization, authors = Dani Yogatama and Noah A Smith, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 06, pages = 786--796, URL = http://www.aclweb.org/anthology/P14-1074.pdf, }
@article{Reddy2014, title = Large-scale Semantic Parsing without Question-Answer Pairs, authors = Siva Reddy and Mirella Lapata and Mark Steedman, year = 2014, journal = Transactions of the Association for Computational Linguistics, month = 06, pages = 1--16, URL = https://bigtop.sandbox.google.com/u/0/, }
@inproceedings{Lewis2014, title = A* CCG Parsing with a Supertag-factored Model, authors = Mike Lewis and Mark Steedman, year = 2014, booktitle = Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), month = 10, pages = 990--1000, URL = http://www.aclweb.org/anthology/D14-1107, }
@inproceedings{Deoskar2014, title = Generalizing a Strongly Lexicalized Parser using Unlabeled Data, authors = T Deoskar and Christos Christodoulopoulos and A Birch and Mark Steedman, year = 2014, booktitle = European Chapter of the Association for Computational Linguistics, month = 01, pages = 1--9, }
@article{Steedman2014, title = Evolutionary basis for human language, authors = Mark Steedman, year = 2014, journal = Physics of Life Reviews, month = June, URL = http://homepages.inf.ed.ac.uk/steedman/papers/affordances/PLREVX508XrevisedXproof.pdf, }
@inproceedings{Lewis2014, title = Combining Formal and Distributional Models of Temporal and Intensional Semantics, authors = Mike Lewis and Mark Steedman, year = 2014, booktitle = Proceedings of the ACL 2014 Workshop on Semantic Parsing, URL = https://www.aclweb.org/anthology/W14-2406/, }
@article{Lewis2014, title = Improved CCG Parsing with Semi-supervised Supertagging, authors = Mike Lewis and Mark Steedman, year = 2014, journal = Transactions of the Association for Computational Linguistics, month = 10, number = 10, pages = 327-338, volume = 2, URL = https://transacl.org/ojs/index.php/tacl/article/view/388, }
@inproceedings{Sinapov2014, title = Learning relational object categories using behavioral exploration and multimodal perception, authors = Jivko Sinapov and Connor Schenck and Alexander Stoytchev, year = 2014, booktitle = IEEE International Conference on Robotics and Automation (ICRA), doi = 10.1109/ICRA.2014.6907696, URL = https://ieeexplore.ieee.org/document/6907696/, }
@article{Hoetjes2014, title = Does our speech change when we cannot gesture?, authors = Marieke Hoetjes and Emiel Krahmer and Marc Swerts, year = 2014, journal = Speech Communication, month = 02, pages = 257--267, volume = 57, URL = http://linkinghub.elsevier.com/retrieve/pii/S0167639313000733, }
@article{Rusiewicz2014, title = Effects of perturbation and prosody on the coordination of speech and gesture, authors = Heather Leavy Rusiewicz and Susan Shaiman and Jana M Iverson and Neil Szuminsky, year = 2014, journal = Speech Communication, month = 02, pages = 283--300, volume = 57, URL = http://linkinghub.elsevier.com/retrieve/pii/S0167639313000708, }
@inproceedings{Cakmak2014, title = Teaching People How to Teach Robots: The Effect of Instructional Materials and Dialog Design, authors = Maya Cakmak and Leila Takayama, year = 2014, booktitle = Proceedings of the 2014 ACM/IEEE International Conference on Human-robot Interaction, pages = 431--438, doi = 10.1145/2559636.2559675, }
@article{Cakmak2014, title = Eliciting good teaching from humans for machine learners, authors = Maya Cakmak and Andrea L. Thomaz, year = 2014, journal = Artificial Intelligence, pages = 198 - 215, volume = 217, doi = 10.1016/j.artint.2014.08.005, URL = http://www.sciencedirect.com/science/article/pii/S0004370214001143, }
@article{Springer2014, title = Comparison of the EM algorithm and alternatives, authors = Theresa Springer and Karsten Urban, year = 2014, journal = Numerical Algorithms, month = 10, number = 2, pages = 335--364, volume = 67, doi = 10.1007/s11075-013-9794-8, }
@inproceedings{Meri\\c{c}li2014, title = An Interactive Approach for Situated Task Specification Through Verbal Instructions, authors = {\c{C}}etin Meri\\c{c}li and Steven D. Klee and Jack Paparian and Manuela Veloso, year = 2014, booktitle = Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems (AAMAS), pages = 1069--1076, }
@inproceedings{Zaremba2014, title = Recurrent Neural Network Regularization, authors = Wojciech Zaremba and Ilya Sutskever and Oriol Vinyals, year = 2014, booktitle = 3rd International Conference on Learning Representations, month = 09, URL = https://arxiv.org/abs/1409.2329, }
@inproceedings{Sun2014, title = Grammatical Relations in Chinese: GB-Ground Extraction and Data-Driven Parsing, authors = WeiWei Sun and Yantao Du and Xin Kou and Shuoyang Ding and Xiaojun Wan, year = 2014, booktitle = Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 06, pages = 446--456, URL = http://www.aclweb.org/anthology/P14-1042.pdf, }
@article{Wang2014, title = Integrating Semantic Analysis into Syntactic Parsing: Combining Categorial Grammar and Frame Semantics, authors = Ke Wang and Rongpei Wang, year = 2014, journal = Journal of Computers, month = 01, number = 9, pages = 2239-2245, volume = 9, URL = http://ojs.academypublisher.com/index.php/jcp/article/view/13199, }
@inproceedings{She2014, title = Back to the Blocks World: Learning New Actions through Situated Human-Robot Dialogue, authors = Lanbo She and Shaohua Yang and Yu Cheng and Yunyi Jia and Joyce Y. Chai and Ning Xi, year = 2014, booktitle = Proceedings of 15th SIGDIAL Meeting on Discourse and Dialogue, }
@article{Denison2014, title = The origins of probabilistic inference in human infants, authors = Stephanie Denison and Fei Xu, year = 2014, journal = Cognition, month = 03, number = 3, pages = 335--347, volume = 130, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027713002370, }
@phdthesis{Yatbaz2014, title = Linguistic Category Induction and Tagging Using the Paradigmatic Context Representations with Substitute Words, authors = Mehmet Ali Yatbaz and Deniz Yuret, year = 2014, school = Ko{\c c} University, URL = http://www2.denizyuret.com/bib/yatbaz/yatbaz2013phd/thesis.pdf, }
@inproceedings{Marelli2014, title = A SICK cure for the evaluation of compositional distributional semantic models, authors = Marco Marelli and Stefano Menini and Marco Baroni and Luisa Bentivogli and Raffaella bernardi and Roberto Zamparelli, year = 2014, booktitle = Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), month = May, pages = 216--223, URL = http://www.lrec-conf.org/proceedings/lrec2014/pdf/363_Paper.pdf, }
@inproceedings{Wang2014, title = Morpho-syntactic Lexical Generalization for CCG Semantic Parsing, authors = Adrienne Wang and Tom Kwiatkowski and Luke S Zettlemoyer, year = 2014, booktitle = Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), month = 10, pages = 1284--1295, URL = http://www.aclweb.org/anthology/D14-1135.pdf, }
@inproceedings{Lee2014, title = Context-dependent Semantic Parsing for Time Expressions, authors = Kenton Lee and Yoav Artzi and Jesse Dodge and Luke S Zettlemoyer, year = 2014, booktitle = In Proceedings of the 31st AAAI Conference on Artificial Intelligence, month = 01, URL = https://homes.cs.washington.edu/~lsz/papers/ladz-acl14.pdf, }
@inproceedings{Simonyan2014, title = Two-Stream Convolutional Networks for Action Recognition in Videos, authors = Karen Simonyan and Andrew Zisserman, year = 2014, booktitle = Advances in Neural Information Processing Systems 27, pages = 568--576, URL = http://papers.nips.cc/paper/5353-two-stream-convolutional-networks-for-action-recognition-in-videos.pdf, }
@inproceedings{Chrupa{\l}a2015, title = Learning language through pictures, authors = Grzegorz Chrupa{\l}a and {\'A}kos K{\'a}d{\'a}r and Afra Alishahi, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), month = 07, pages = 112--118, URL = http://www.aclweb.org/anthology/P15-2019, }
@inproceedings{Yang2015, title = Robot Learning Manipulation Action Plans by ``Watching''Unconstrained Videos from the World Wide Web, authors = Yezhou Yang and Yi Li and Cornelia Ferm{\"u}ller and Yiannis Aloimonos, year = 2015, booktitle = AAAI, month = 01, URL = http://www.umiacs.umd.edu/~yzyang/paper/YouCookMani_CameraReady.pdf, }
@inproceedings{Kingma2015, title = Adam: A Method for Stochastic Optimization, authors = Diederik P Kingma and Jimmy Ba, year = 2015, booktitle = 3rd International Conference for Learning Representations, URL = https://arxiv.org/abs/1412.6980, }
@article{Qu2015, title = Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks, authors = Lizhen Qu and Gabriela Ferraro and Liyuan Zhou and Weiwei Hou and Nathan Schneider and Timothy Baldwin, year = 2015, journal = ArXiv, month = 04, URL = http://arxiv.org/abs/1504.05319, }
@article{Patel2015, title = A Probabilistic Theory of Deep Learning, authors = Ankit B Patel and Tan Nguyen and Richard G Baraniuk, year = 2015, journal = ArXiv, month = 04, URL = http://arxiv.org/abs/1504.00641, }
@inproceedings{Bahdanau2015, title = Neural Machine Translation by Jointly Learning to Align and Translate, authors = Dzmitry Bahdanau and Kyunghyun Cho and Yoshua Bengio, year = 2015, booktitle = In Proceedings of the International Conference on Learning Representations (ICLR), month = 09, URL = http://arxiv.org/abs/1409.0473, }
@article{Chung2015, title = A Recurrent Latent Variable Model for Sequential Data, authors = Junyoung Chung and Kyle Kastner and Laurent Dinh and Kratarth Goel and Aaron Courville and Yoshua Bengio, year = 2015, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1506.02216, }
@article{Xu2015, title = Show, Attend and Tell: Neural Image Caption Generation with Visual Attention, authors = Kelvin Xu and Jimmy Ba and Ryan Kiros and Kyunghyun Cho and Aaron Courville and Ruslan Salakhutdinov and Richard Zemel and Yoshua Bengio, year = 2015, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1502.03044, }
@inproceedings{Yu2015, title = {Visual Madlibs: Fill in the blank Image Generation and Question Answering}, authors = Licheng Yu and Eunbyung Park and Alexander C. Berg and Tamara L. Berg, year = 2015, booktitle = ICCV, month = 05, URL = https://arxiv.org/abs/1506.00278, }
@article{Rockt{\"a}schel2015, title = Reasoning about Entailment with Neural Attention, authors = Tim Rockt{\"a}schel and Edward Grefenstette and Karl Moritz Hermann and Tom{\'a}{\v s} Ko{\v c}isk{\'y} and Phil Blunsom, year = 2015, journal = ArXiv, month = 09, URL = http://arxiv.org/abs/1509.06664, }
@article{Everaert2015, title = Structures, Not Strings: Linguistics as Part of the Cognitive Sciences, authors = Martin B H Everaert and Marinus A C Huybregts and Noam Chomsky and Robert C Berwick and Johan J Bolhuis, year = 2015, journal = Cell, month = 12, number = 12, pages = 729--743, volume = 19, URL = http://www.cell.com/article/S1364661315002326/fulltext, }
@article{Jonschkowski2015, title = Learning state representations with robotic priors, authors = Rico Jonschkowski and Oliver Brock, year = 2015, journal = Autonomous Robots, month = Oct, number = 3, pages = 407--428, volume = 39, doi = 10.1007/s10514-015-9459-7, }
@inproceedings{Forbes2015, title = Robot Programming by Demonstration with Situated Spatial Language Understanding, authors = Maxwell Forbes and Rajesh P N Rao and Luke S Zettlemoyer and Maya Cakmak, year = 2015, booktitle = IEEE International Conference on Robotics and Automation (ICRA), month = 01, URL = http://hcrlab.cs.washington.edu/pdfs/forbes2015robot.pdf, }
@inproceedings{Pavlick2015, title = Adding Semantics to Data-Driven Paraphrasing, authors = Ellie Pavlick and Johan Bos and Malvina Nissim and Charley Beller and Benjamin Van Durme and Chris Callison-Burch, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), month = July, pages = 1512--1522, URL = http://www.cis.upenn.edu/~ccb/publications/adding-semantics-to-data-driven-paraphrasing.pdf, }
@inproceedings{Murray2015, title = Auto-Sizing Neural Networks: With Applications to n-gram Language Models, authors = Kenton Murray and David Chiang, year = 2015, booktitle = Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, month = September, pages = 908--916, URL = http://aclweb.org/anthology/D15-1107, }
@article{Radford2015, title = Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks, authors = Alec Radford and Luke Metz and Soumith Chintala, year = 2015, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1511.06434, }
@article{Cho2015, title = Natural Language Understanding with Distributed Representation, authors = Kyunghyun Cho, year = 2015, journal = ArXiv, month = 11, URL = http://arxiv.org/abs/1511.07916, }
@inproceedings{Xu2015, title = CCG Supertagging with a Recurrent Neural Network, authors = Wenduan Xu and Michael Auli and Stephen Clark, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), month = 07, pages = 250--255, URL = http://www.aclweb.org/anthology/P15-2041, }
@inproceedings{Fagarasan2015, title = From distributional semantics to feature norms: grounding semantic models in human perceptual data, authors = Luana Fagarasan and Eva Maria Vecchi and Stephen Clark, year = 2015, booktitle = Proceedings of the 11th International Conference on Computational Semantics, month = 04, pages = 52--57, URL = http://www.aclweb.org/anthology/W15-0107.pdf, }
@inproceedings{Stratos2015, title = Simple Semi-Supervised POS Tagging, authors = Karl Stratos and Michael Collins, year = 2015, booktitle = Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, month = 06, pages = 79--87, URL = http://www.aclweb.org/anthology/W15-1511, }
@article{Lebret2015, title = "The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders, authors = R{\'e}mi Lebret and Ronan Collobert, year = 2015, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1506.05703, }
@article{Ng2015, title = Web-scale Surface and Syntactic n-gram Features for Dependency Parsing, authors = Dominick Ng and Mohit Bansal and James Curran, year = 2015, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1502.07038, }
@article{Levy2015, title = Improving Distributional Similarity with Lessons Learned from Word Embeddings, authors = Omer Levy and Yoav Goldberg and Ido Dagani, year = 2015, journal = Transactions of the Association for Computational Linguistics, pages = 211--225, volume = 3, URL = https://levyomer.files.wordpress.com/2015/03/improving-distributional-similarity-tacl-2015.pdf, }
@inproceedings{Manuvinakurike2015, title = Reducing the Cost of Dialogue System Training and Evaluation with Online, Crowd-Sourced Dialogue Data Collection, authors = Ramesh Manuvinakurike and Maike Paetzel and David DeVault, year = 2015, booktitle = Workshop on the semantics and pragmatics of dialogue (Semdial), month = 01, URL = http://www.manuvinakurike.com/papers/semdial15.pdf, }
@article{Hinton2015, title = Distilling the Knowledge in a Neural Network, authors = Geoffrey Hinton and Oriol Vinyals and Jeff Dean, year = 2015, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1503.02531, }
@inproceedings{Calli2015, title = The YCB object and Model set: Towards common benchmarks for manipulation research, authors = B. Calli and A. Singh and A. Walsman and S. Srinivasa and P. Abbeel and A. M. Dollar, year = 2015, booktitle = International Conference on Advanced Robotics (ICAR), month = July, pages = 510-517, doi = 10.1109/ICAR.2015.7251504, }
@article{Buckley2015, title = The sedentary office: a growing case for change towards better health and productivity. Expert statement commissioned by Public Health England and the Active Working Community Interest Company, authors = John P Buckley and Alan Hedge and Thomas Yates and Robert J Copeland and Michael Loosemore and Mark Hamer and Gavin Bradley and David W Dunstan, year = 2015, journal = British Journal of Sports Medicine, doi = 10.1136/bjsports-2015-094618, URL = http://bjsm.bmj.com/content/early/2015/04/23/bjsports-2015-094618, }
@inproceedings{Boleda2015, title = Distributional Semantic Features as Semantic Primitives -- Or Not, authors = Gemma Boleda and Katrin Erk, year = 2015, booktitle = Knowledge Representation and Reasoning Integrating Symbolic and Neoral Approaches Papers from the AAAI Spring Symposium, month = 03, pages = 1--4, URL = http://scholar.google.com/, }
@article{Johnson2015, title = DenseCap: Fully Convolutional Localization Networks for Dense Captioning, authors = Justin Johnson and Andrej Karpathy and Li Fei-Fei, year = 2015, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1511.07571, }
@article{Russakovsky2015, title = {ImageNet Large Scale Visual Recognition Challenge}, authors = Olga Russakovsky and Jia Deng and Hao Su and Jonathan Krause and Sanjeev Satheesh and Sean Ma and Zhiheng Huang and Andrej Karpathy and Aditya Khosla and Michael Bernstein and Alexander C. Berg and Li Fei-Fei, year = 2015, journal = International Journal of Computer Vision (IJCV), number = 3, pages = 211-252, volume = 115, doi = 10.1007/s11263-015-0816-y, }
@article{Karpathy2015, title = Visualizing and Understanding Recurrent Networks, authors = Andrej Karpathy and Justin Johnson and Li Fei-Fei, year = 2015, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1506.02078, }
@article{Sukhbaatar2015, title = End-To-End Memory Networks, authors = Sainbayar Sukhbaatar and Arthur Szlam and Jason Weston and Rob Fergus, year = 2015, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1503.08895, }
@inproceedings{Schmidt2015, title = Depth-Based Tracking with Physical Constraints for Robot Manipulation, authors = Tanner Schmidt and Katharina Hertkorn and Richard Newcombe and Zoltan Marton and Michael Suppa and Dieter Fox, year = 2015, booktitle = IEEE International Conference on Robotics and Automation (ICRA), month = 01, URL = http://mobilerobotics.cs.washington.edu/papers/DepthBasedTracking-icra-2015.pdf, }
@article{Reed2015, title = Neural Programmer-Interpreters, authors = Scott Reed and Nando de Freitas, year = 2015, journal = arXiv:1511.06279, URL = https://arxiv.org/abs/1511.06279, }
@article{Gal2015, title = A Theoretically Grounded Application of Dropout in Recurrent Neural Networks, authors = Yarin Gal, year = 2015, journal = ArXiv, month = 12, URL = http://arxiv.org/abs/1512.05287, }
@article{Garrette2015, title = Inducing Grammars from Linguistic Universals and Realistic Amounts of Supervision, authors = Dan Garrette, year = 2015, journal = Inducing Grammars from Linguistic Universals and Realistic Amounts of Supervision, URL = http://www.cs.utexas.edu/users/ml/papers/garrette.thesis15.pdf, }
@article{Futrell2015, title = Large-scale evidence of dependency length minimization in 37 languages, authors = Richard Futrell and Kyle Mahowald and Edward Gibson, year = 2015, journal = Proceedings of the National Academy of Science, month = 08, URL = http://www.pnas.org/content/early/2015/07/28/1502134112.long, }
@article{Futrell2015, title = Cross-linguistic gestures reflect typological universals: A subject-initial, verb-final bias in speakers of diverse languages, authors = Richard Futrell and Tina Hickey and Aldrin Lee and Eunice Lim and Elena Luchkina and Edward Gibson, year = 2015, journal = Cognition, month = 01, number = 136, pages = 215--221, URL = http://tedlab.mit.edu/tedlab_website/researchpapers/Futrell_et_al_2015_Cogn.pdf, }
@inproceedings{Naim2015, title = Discriminative Unsupervised Alignment of Natural Language Instructions with Corresponding Video Segments, authors = Iftekhar Naim and Young C Song and Qiguang Liu and Liang Huang and Henry Kautz and Jiebo Luo and Daniel Gildea, year = 2015, booktitle = Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 01, pages = 164--174, URL = http://www.aclweb.org/anthology/N15-1017, }
@article{Kalchbrenner2015, title = Grid Long Short-Term Memory, authors = Nal Kalchbrenner and Ivo Danihelka and Alex Graves, year = 2015, journal = ArXiv, month = 07, URL = http://arxiv.org/abs/1507.01526, }
@inproceedings{Polozov2015, title = FlashMeta: A Framework for Inductive Program Synthesis, authors = Oleksandr Polozov and Sumit Gulwani, year = 2015, booktitle = Proceedings of the 2015 ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications, pages = 107–126, doi = 10.1145/2814270.2814310, URL = https://doi.org/10.1145/2814270.2814310, }
@inproceedings{Wang2015, title = Unsupervised Learning of Visual Representations using Videos, authors = Xiaolong Wang and Abhinav Gupta, year = 2015, booktitle = ICCV, URL = https://www.cv-foundation.org/openaccess/content_iccv_2015/papers/Wang_Unsupervised_Learning_of_ICCV_2015_paper.pdf, }
@article{Cao2015, title = End-bonded contacts for carbon nanotube transistors with low, size-independent resistance, authors = Qing Cao and Shu-Jen Han and Jerry Tersoff and Aaron D Franklin and Yu Zhu and Zhen Zhang and George S Tulevski and Jianshi Tang and Wilfried Haensch, year = 2015, journal = Science, month = 10, number = 6256, pages = 68--72, volume = 350, URL = http://www.sciencemag.org/content/350/6256/68.full, }
@article{Mnih2015, title = Human-level control through deep reinforcement learning, authors = Volodymyr Mnih and Koray Kavukcuoglu and David Silver and Andrei A Rusu and Joel Veness and Marc G Bellemare and Alex Graves and Martin Riedmiller and Andreas K Fidjeland and Georg Ostrovski and Stig Petersen and Charles Beattie and Amir Sadik and Ioannis Antonoglou and Helen King and Dharshan Kumaran and Daan Wierstra and Shane Legg and Demis Hassabis, year = 2015, journal = Nature, month = 02, number = 7540, pages = 529--533, volume = 518, doi = 10.1038/nature14236, }
@inproceedings{Bisk2015, title = Labeled Grammar Induction with Minimal Supervision, authors = Yonatan Bisk and Christos Christodoulopoulos and Julia Hockenmaier, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), month = 07, pages = 870--876, URL = http://www.aclweb.org/anthology/P15-2143, }
@inproceedings{Bisk2015, title = Probing the Linguistic Strengths and Limitations of Unsupervised Grammar Induction, authors = Yonatan Bisk and Julia Hockenmaier, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), month = 07, pages = 1395--1404, URL = http://www.aclweb.org/anthology/P15-1135, }
@article{Narasimhan2015, title = An Unsupervised Method for Uncovering Morphological Chains, authors = Karthik Narasimhan and Regina Barzilay and Tommi S Jaakkola, year = 2015, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1503.02335, }
@inproceedings{Li2015, title = Do Multi-Sense Embeddings Improve Natural Language Understanding?, authors = Jiwei Li and Daniel Jurafsky, year = 2015, booktitle = Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, month = 09, pages = 1722--1732, URL = http://aclweb.org/anthology/D15-1200, }
@inproceedings{Andreas2015, title = Alignment-Based Compositional Semantics for Instruction Following, authors = Jacob Andreas and Dan Klein, year = 2015, booktitle = Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, month = 09, pages = 1165--1174, URL = http://aclweb.org/anthology/D15-1138, }
@inproceedings{Durrett2015, title = Neural CRF Parsing, authors = Greg Durrett and Dan Klein, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), month = 07, pages = 302--312, URL = http://www.aclweb.org/anthology/P15-1030, }
@inproceedings{Andreas2015, title = When and why are log-linear models self-normalizing?, authors = Jacob Andreas and Dan Klein, year = 2015, booktitle = Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 01, pages = 244--249, URL = http://www.aclweb.org/anthology/N15-1027, }
@article{Zhang2015, title = Tree Recurrent Neural Networks with Application to Language Modeling, authors = Xingxing Zhang and Liang Lu and Mirella Lapata, year = 2015, journal = ArXiv, month = 10, URL = http://arxiv.org/abs/1511.00060, }
@article{Zhao2015, title = Stacked What-Where Auto-encoders, authors = Junbo Zhao and Michael Mathieu and Ross Goroshin and Yann LeCun, year = 2015, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1506.02351, }
@inproceedings{Lin2015, title = Unsupervised POS Induction with Word Embeddings, authors = Chu-Cheng Lin and Waleed Ammar and Chris Dyer and Lori Levin, year = 2015, booktitle = Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 01, pages = 1311--1316, URL = http://www.aclweb.org/anthology/N15-1144, }
@inproceedings{Pasupat2015, title = Compositional Semantic Parsing on Semi-Structured Tables, authors = Panupong Pasupat and Percy Liang, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), month = 07, pages = 1470--1480, URL = http://www.aclweb.org/anthology/P15-1142, }
@inproceedings{Guu2015, title = Traversing Knowledge Graphs in Vector Space, authors = Kelvin Guu and John Miller and Percy Liang, year = 2015, booktitle = Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, month = 09, pages = 318--327, URL = http://aclweb.org/anthology/D15-1038, }
@article{Ruggeri2015, title = Children adapt their questions to achieve efficient search, authors = Azzurra Ruggeri and Tania Lombrozo, year = 2015, journal = Cognition, pages = 203 - 216, volume = 143, doi = https://doi.org/10.1016/j.cognition.2015.07.004, URL = http://www.sciencedirect.com/science/article/pii/S0010027715300317, }
@inproceedings{Walther-Franks2015, title = {Robots, Pancakes, and Computer Games: Designing Serious Games for Robot Imitation Learning}, authors = Benjamin Walther-Franks and Jan Smeddinck and Peter Szmidt and Andrei Haidu and Michael Beetz and Rainer Malaka, year = 2015, booktitle = Human--Computer Interaction, }
@inproceedings{Seo2015, title = Solving Geometry Problems: Combining Text and Diagram Interpretation, authors = Minjoon Seo and Hannaneh Hajishirzi and Ali Farhadi and Oren Etzioni and Clint Malcolm, year = 2015, booktitle = Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, month = 09, pages = 1466--1476, URL = http://aclweb.org/anthology/D15-1171, }
@article{Hirschberg2015, title = Advances in natural language processing, authors = Julia Hirschberg and Christopher D Manning, year = 2015, journal = Science, month = 07, number = 6245, pages = 261--266, volume = 349, URL = http://www.sciencemag.org/content/349/6245/261.full, }
@inproceedings{Bowman2015, title = A large annotated corpus for learning natural language inference, authors = Samuel R Bowman and Gabor Angeli and Christopher Potts and Christopher D Manning, year = 2015, booktitle = Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, month = 09, pages = 632--642, URL = http://aclweb.org/anthology/D15-1075, }
@article{Manning2015, title = Computational Linguistics and Deep Learning, authors = Christopher D Manning, year = 2015, journal = Computational Linguistics, month = 09, doi = 10.1162/COLI_a_00239, }
@article{Port2015, title = Persistent Topology of Syntax, authors = Alexander Port and Iulia Gheorghita and Daniel Guth and John M Clark and Crystal Liang and Shival Dasu and Matilde Marcolli, year = 2015, journal = ArXiv, month = 07, URL = http://arxiv.org/abs/1507.05134, }
@article{Davis2015, title = Commonsense Reasoning and Commonsense Knowledge in Articial Intelligence, authors = Ernest Davis and Gary Marcus, year = 2015, journal = Communications of the ACM, number = 9, pages = 92-103, volume = 58, URL = https://cacm.acm.org/magazines/2015/9/191169-commonsense-reasoning-and-commonsense-knowledge-in-artificial-intelligence/fulltext, }
@inproceedings{Beetz2015, title = {RoboSherlock: Unstructured Information Processing for Robot Perception}, authors = Michael Beetz and Ferenc Balint-Benczedi and Nico Blodow and Daniel Nyga and Thiemo Wiedemeyer and Zoltan-Csaba Marton, year = 2015, booktitle = IEEE International Conference on Robotics and Automation (ICRA), }
@article{Mavridis2015, title = A review of verbal and non-verbal human--robot interactive communication, authors = Nikolaos Mavridis, year = 2015, journal = Robotics and Autonomous Systems, month = 01, pages = 22--35, volume = 63, URL = http://linkinghub.elsevier.com/retrieve/pii/S0921889014002164, }
@article{Belanger2015, title = Structured Prediction Energy Networks, authors = David Belanger and Andrew McCallum, year = 2015, journal = ArXiv, month = 11, URL = http://arxiv.org/abs/1511.06350, }
@article{Weston2015, title = Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks, authors = Jason Weston and Antoine Bordes and Sumit Chopra and Tomas Mikolov, year = 2015, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1502.05698, }
@book{Mitchell2015, title = Generative and Discriminative Classifiers: Naive Bayes and Logistic Regression, authors = Tom M Mitchell, year = 2015, URL = http://www.cs.cmu.edu/~tom/mlbook/NBayesLogReg.pdf, }
@inproceedings{Ferraro2015, title = A Survey of Current Datasets for Vision and Language Research, authors = Francis Ferraro and Nasrin Mostafazadeh and Ting-Hao Huang and Lucy Vanderwende and Jacob Devlin and Michel Galley and Margaret Mitchell, year = 2015, booktitle = Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, pages = 207--213, doi = 10.18653/v1/D15-1021, URL = http://aclweb.org/anthology/D15-1021, }
@article{Jordan2015, title = Machine learning: Trends, perspectives, and prospects, authors = M I Jordan and T M Mitchell, year = 2015, journal = Science, month = 07, number = 6245, pages = 255--260, volume = 349, URL = http://www.sciencemag.org/content/349/6245/255.full, }
@article{Krishnamurthy2015, title = Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary, authors = Jayant Krishnamurthy and Tom M Mitchell, year = 2015, journal = Transactions of the Association for Computational Linguistics, month = 01, number = 0, pages = 257--270, volume = 3, URL = https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/view/548, }
@article{Bernard2015, title = Beat and metaphoric gestures are differentially associated with regional cerebellar and cortical volumes, authors = Jessica A. Bernard and Zachary B. Millman and Vijay A. Mittal, year = 2015, journal = Human Brain Mapping, number = 10, pages = 4016-4030, volume = 36, doi = 10.1002/hbm.22894, URL = https://onlinelibrary.wiley.com/doi/abs/10.1002/hbm.22894, }
@inproceedings{Uchiumi2015, title = Inducing Word and Part-of-Speech with Pitman-Yor Hidden Semi-Markov Models, authors = Kei Uchiumi and Hiroshi Tsukahara and Daichi Mochihashi, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), month = 07, pages = 1774--1782, URL = http://www.aclweb.org/anthology/P15-1171, }
@article{Beltagy2015, title = Representing Meaning with a Combination of Logical Form and Vectors, authors = I Beltagy and Stephen Roller and Pengxiang Cheng and Katrin Erk and Raymond J Mooney, year = 2015, journal = ArXiv, month = 05, URL = http://arxiv.org/abs/1505.06816, }
@inproceedings{Malmaud2015, title = What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision, authors = Jonathan Malmaud and Jonathan Huang and Vivek Rathod and Nicholas Johnston and Andrew Rabinovich and Kevin Murphy, year = 2015, booktitle = Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 01, pages = 143--152, URL = http://www.aclweb.org/anthology/N15-1015, }
@book{M{\"u}ller2015, title = Grammatical Theory: From Transformational Grammar to Constraint-Based Approaches, authors = Stefan M{\"u}ller, year = 2015, month = 01, number = 1, URL = http://hpsg.fu-berlin.de/~stefan/Pub/grammatical-theory.html, }
@inproceedings{Heilbron2015, title = ActivityNet: A large-scale video benchmark for human activity understanding, authors = Fabian Caba Heilbron and Victor Escorcia and Bernard Ghanem and Juan Carlos Niebles, year = 2015, booktitle = 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages = 961--970, URL = http://ieeexplore.ieee.org/document/7298698/, }
@inbook{Nivre2015, title = Towards a Universal Grammar for Natural Language Processing, authors = Joakim Nivre, year = 2015, booktitle = Computational Linguistics and Intelligent Text Processing, month = 01, number = Chapter 1, pages = 3--16, volume = 9041, doi = 10.1007/978-3-319-18111-0_1, }
@inproceedings{Beetz2015, title = Planning Everyday Manipulation Tasks--Prediction-based Transformation of Structured Activity Descriptions, authors = Michael Beetz and Hagen Langer and Daniel Nyga, year = 2015, booktitle = Exploring Cybernetics, pages = 63--83, }
@inproceedings{Tran2015, title = Learning Spatiotemporal Features with 3D Convolutional Networks, authors = Du Tran and Lubomir Bourdev and Rob Fergus and Lorenzo Torresani and Manohar Paluri, year = 2015, booktitle = Proceedings of the 2015 IEEE International Conference on Computer Vision (ICCV), pages = 4489–4497, doi = 10.1109/ICCV.2015.510, URL = https://doi.org/10.1109/ICCV.2015.510, }
@article{Antol2015, title = VQA: Visual Question Answering, authors = Stanislaw Antol and Aishwarya Agrawal and Jiasen Lu and Margaret Mitchell and Dhruv Batra and C Lawrence Zitnick and Devi Parikh, year = 2015, journal = ArXiv, month = 05, URL = http://arxiv.org/abs/1505.00468, }
@article{Lin2015, title = {Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks}, authors = Xiao Lin and Devi Parikh, year = 2015, month = 02, URL = https://arxiv.org/abs/1502.06108, }
@article{G{\"u}rb{\"u}zbalaban2015, title = Why Random Reshuffling Beats Stochastic Gradient Descent, authors = Mert G{\"u}rb{\"u}zbalaban and Asu Ozdaglar and Pablo Parrilo, year = 2015, journal = ArXiv, month = 10, URL = http://arxiv.org/abs/1510.08560, }
@inproceedings{Weiss2015, title = Structured Training for Neural Network Transition-Based Parsing, authors = David Weiss and Chris Alberti and Michael Collins and Slav Petrov, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), month = 07, pages = 323--333, URL = http://www.aclweb.org/anthology/P15-1032, }
@inproceedings{Hemachandra2015, title = Learning models for following natural language directions in unknown environments, authors = Sachithra Hemachandra and Felix Duvallet and Thomas M Howard and Nicholas Roy and Anthony Stentz and Matthew RWalter, year = 2015, booktitle = IEEE International Conference on Robotics and Automation (ICRA), pages = 5608–5615, }
@inproceedings{Schwartz2015, title = Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction, authors = Roy Schwartz and Roi Reichart and Ari Rappoport, year = 2015, booktitle = Proceedings of the Nineteenth Conference on Computational Natural Language Learning, month = 07, pages = 258--267, URL = http://www.aclweb.org/anthology/K15-1026, }
@inproceedings{Rockt{\"a}schel2015, title = Injecting Logical Background Knowledge into Embeddings for Relation Extraction, authors = Tim Rockt{\"a}schel and Sameer Singh and Sebastian Riedel, year = 2015, booktitle = Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 01, pages = 1119--1129, URL = http://www.aclweb.org/anthology/N15-1118, }
@article{Watter2015, title = Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images, authors = Manuel Watter and Jost Tobias Springenberg and Joschka Boedecker and Martin Riedmiller, year = 2015, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1506.07365, }
@inproceedings{Rintanen2015, title = Impact of Modeling Languages on the Theory and Practice in Planning Research, authors = Jussi Rintanen, year = 2015, booktitle = Twenty-Ninth AAAI Conference on Artificial Intelligence, month = 01, URL = http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9424, }
@article{Grefenstette2015, title = Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning, authors = Edward Grefenstette and Mehrnoosh Sadrzadeh, year = 2015, journal = Computational Linguistics, month = 03, pages = 71--118, volume = 41, URL = http://aclweb.org/anthology/J15-1004.pdf, }
@inproceedings{Venugopalan2015, title = Translating Videos to Natural Language Using Deep Recurrent Neural Networks, authors = Subhashini Venugopalan and Huijuan Xu and Jeff Donahue and Marcus Rohrbach and Raymond Mooney and Kate Saenko, year = 2015, booktitle = Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = May--June, pages = 1494--1504, URL = http://www.aclweb.org/anthology/N15-1173, }
@article{Chen2015, title = Dissecting an Online Intervention for Cancer Survivors: Four Exploratory Analyses of Internet Engagement and Its Effects on Health Status and Health Behaviors, authors = Zhenghao Chen and Pang Wei Koh and Philip L. Ritter and Kate Lorig and Erin O'Carroll Bantum and Suchi Saria, year = 2015, journal = Health Education \\& Behavior, number = 1, pages = 32-45, volume = 42, doi = 10.1177/1090198114550822, }
@article{Kuhlmann2015, title = Lexicalization and Generative Power in CCG, authors = Marco Kuhlmann and Alexander Koller and Giorgio Satta, year = 2015, journal = Computational Linguistics, month = 04, number = 4, pages = 1--33, volume = 1, doi = 10.1162/COLI_a_00219, }
@inproceedings{Sener2015, title = Unsupervised Semantic Parsing of Video Collections, authors = Ozan Sener and Amir R Zamir and Silvio Savarese and Ashutosh Saxena, year = 2015, booktitle = 2015 IEEE International Conference on Computer Vision (ICCV), month = 01, pages = 4480--4488, URL = http://ieeexplore.ieee.org/document/7410866/, }
@inproceedings{Misra2015, title = Environment-Driven Lexicon Induction for High-Level Instructions, authors = Dipendra Kumar Misra and Kejia Tao and Percy Liang and Ashutosh Saxena, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), month = 07, pages = 992--1002, URL = http://www.aclweb.org/anthology/P15-1096, }
@inproceedings{Sung2015, title = {Deep Multimodal Embedding: Manipulating Novel Objects with Point-clouds, Language and Trajectories}, authors = Jaeyong Sung and Ian Lenz and Ashutosh Saxena, year = 2015, booktitle = IEEE International Conference on Robotics and Automation (ICRA), 2017, month = 09, URL = https://arxiv.org/abs/1509.07831, }
@article{Schmidhuber2015, title = On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models, authors = Juergen Schmidhuber, year = 2015, journal = ArXiv, month = 11, URL = http://arxiv.org/abs/1511.09249, }
@article{Taylor2015, title = The global landscape of cognition: hierarchical aggregation as an organizational principle of human cortical networks and functions, authors = P Taylor and J N Hobbs and J Burroni and H T Siegelmann, year = 2015, journal = Scientific Reports, month = 12, pages = 18112, volume = 5, URL = http://www.nature.com/srep/2015/151216/srep18112/full/srep18112.html, }
@article{Barrett2015, title = Robot Language Learning, Generation, and Comprehension, authors = Daniel Paul Barrett and Scott Alan Bronikowski and Haonan Yu and Jeffrey Mark Siskind, year = 2015, journal = ArXiv, month = 08, URL = http://arxiv.org/abs/1508.06161, }
@inproceedings{Garrette2015, title = Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning, authors = Dan Garrette and Chris Dyer and Jason Baldridge and Noah A Smith, year = 2015, booktitle = Proceedings of the Association for the Advancement of Artificial Intelligence, month = 01, URL = http://www.cs.utexas.edu/~dhg/papers/garrette_dyer_baldridge_smith_aaai2015.pdf, }
@inproceedings{Dyer2015, title = Transition-Based Dependency Parsing with Stack Long Short-Term Memory, authors = Chris Dyer and Miguel Ballesteros and Wang Ling and Austin Matthews and Noah A Smith, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), month = 07, pages = 334--343, URL = http://www.aclweb.org/anthology/P15-1033, }
@article{Jain2015, title = Objects2action: Classifying and localizing actions without any video example, authors = Mihir Jain and Jan C. van Gemert and Thomas Mensink and Cees G. M. Snoek, year = 2015, }
@inproceedings{Choi2015, title = It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool, authors = Jinho D Choi and Joel Tetreault and Amanda Stent, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), month = 07, pages = 387--396, URL = http://www.aclweb.org/anthology/P15-1038, }
@inproceedings{Thomason2015, title = Learning to Interpret Natural Language Commands through Human-Robot Dialog, authors = Jesse Thomason and Shiqi Zhang and Raymond Mooney and Peter Stone, year = 2015, booktitle = Proceedings of the 2015 International Joint Conference on Artificial Intelligence (IJCAI), month = 07, pages = 1923--1929, URL = http://www.cs.utexas.edu/users/ai-lab/?thomason:ijcai15, }
@article{Dai2015, title = The Supervised Hierarchical Dirichlet Process, authors = Andrew Dai and Amos J Storkey, year = 2015, journal = IEEE Transactions on Pattern Analysis and Machine Intelligence, month = February, number = 2, pages = 243 -- 255, volume = 37, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@article{Ren2015, title = {Faster R-CNN}: Towards Real-Time Object Detection with Region Proposal Networks, authors = Shaoqing Ren and Kaiming He and Ross Girshick and Jian Sun, year = 2015, journal = arXiv preprint arXiv:1506.01497, }
@article{He2015, title = Deep Residual Learning for Image Recognition, authors = Kaiming He and Xiangyu Zhang and Shaoqing Ren and Jian Sun, year = 2015, journal = ArXiv, month = 12, URL = https://arxiv.org/abs/1512.03385, }
@inproceedings{Ioffe2015, title = Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift, authors = Sergey Ioffe and Christian Szegedy, year = 2015, booktitle = Proceedings of the 32nd International Conference on International Conference on Machine Learning, month = 02, volume = 37, URL = https://arxiv.org/abs/1502.03167, }
@article{Balog2015, title = The Mondrian Process for Machine Learning, authors = Matej Balog and Yee-Whye Teh, year = 2015, journal = ArXiv, month = 07, URL = http://arxiv.org/abs/1507.05181, }
@inproceedings{Gershman2015, title = Phrase similarity in humans and machines, authors = Samuel Gershman and Joshua B Tenenbaum, year = 2015, booktitle = Proceedings of the 37th Annual Conference of the Cognitive Science Society, month = 01, URL = http://web.mit.edu/sjgershm/www/GershmanTenenbaum15.pdf, }
@article{S}uster2015, title = Word Representations, Tree Models and Syntactic Functions, authors = Simon {\v S}uster and Gertjan van Noord and Ivan Titov, year = 2015, journal = ArXiv, month = 08, URL = http://arxiv.org/abs/1508.07709, }
@article{Zheng2015, title = Conditional Random Fields as Recurrent Neural Networks, authors = Shuai Zheng and Sadeep Jayasumana and Bernardino Romera-Paredes and Vibhav Vineet and Zhizhong Su and Dalong Du and Chang Huang and Philip H S Torr, year = 2015, journal = 2015 IEEE International Conference on Computer Vision (ICCV), month = 02, pages = 1529--1537, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@inproceedings{Fernando2015, title = Modeling Video Evolution for Action Recognition, authors = Basura Fernando and Efstratios Gavves and Jose M. Oramas and Amir Ghodrati and Tinne Tuytelaars, year = 2015, booktitle = The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), month = June, }
@inproceedings{Krivokapic2015, title = A Kinematic Analysis of Prosodic Structure in Speech and Manual Gestures, authors = Jelena Krivokapic and Mark K Tiede and Martha E Tyrone, year = 2015, booktitle = Proceedings of the 18th International Congress of Phonetic Sciences, month = 01, URL = https://www.internationalphoneticassociation.org/icphs-proceedings/ICPhS2015/Papers/ICPHS0658.pdf, }
@inproceedings{Chen2015, title = Learning Deep Structured Models, authors = Liang-Chieh Chen and Alexander Schwing and Alan Yuille and Raquel Urtasun, year = 2015, booktitle = Proceedings of The 32nd International Conference on Machine Learning, month = 01, pages = 1785--1794, URL = http://www.jmlr.org/proceedings/papers/v37/chenb15.html, }
@inproceedings{Du2015, title = A Data-Driven, Factorization Parser for CCG Dependency Structures, authors = Yantao Du and WeiWei Sun and Xiaojun Wan, year = 2015, booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), month = 07, pages = 1545--1555, URL = http://www.aclweb.org/anthology/P15-1149, }
@article{Lillicrap2015, title = Continuous control with deep reinforcement learning, authors = Timothy P Lillicrap and Jonathan J Hunt and Alexander Pritzel and Nicolas Heess and Tom Erez and Yuval Tassa and David Silver and Daan Wierstra, year = 2015, journal = ArXiv, month = 09, URL = http://arxiv.org/abs/1509.02971, }
@inproceedings{MacGlashan2015, title = Grounding English Commands to Reward Functions, authors = James MacGlashan and Monica Babes-Vroman and Marie desJardins and Michael Littman and Smaranda Muresan and Shawn Squire and Stefanie Tellex and Dilip Arumugam and Lei Yang, year = 2015, booktitle = Robotics: Science and Systems 2015, month = 07, volume = 11, URL = http://www.roboticsproceedings.org/rss11/p18.pdf, }
@article{Cole2015, title = Grammar of Binding in the languages of the world: Innate or learned?, authors = Peter Cole and Gabriella Hermon and Yanti, year = 2015, journal = Cognition, month = 08, pages = 138--160, volume = 141, URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027715000761, }
@article{Ranzato2015, title = Sequence Level Training with Recurrent Neural Networks, authors = Marc'Aurelio Ranzato and Sumit Chopra and Michael Auli and Wojciech Zaremba, year = 2015, journal = ArXiv, month = 11, URL = http://arxiv.org/abs/1511.06732, }
@inproceedings{He2015, title = Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language, authors = Luheng He and Mike Lewis and Luke S Zettlemoyer, year = 2015, booktitle = Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, month = 09, pages = 643--653, URL = http://aclweb.org/anthology/D15-1076, }
@article{Bisk2015, title = Unsupervised grammar induction with Combinatory Categorial Grammars, authors = Yonatan Bisk and Julia Hockenmaier and Jason Eisner and Dan Roth and ChengXiang Zhai, year = 2015, journal = Unsupervised grammar induction with Combinatory Categorial Grammars, month = 11, URL = https://www.ideals.illinois.edu/handle/2142/89027, }
@inproceedings{Pan2015, title = Indoor Person Identification through Footstep Induced Structural Vibration, authors = Shijia Pan and Ningning Wang and Yuqiu Qian and Irem Velibeyoglu and Hae Young Noh and Pei Zhang, year = 2015, booktitle = Hotmobile, URL = https://faculty.ce.cmu.edu/noh/files/2016/02/Hotmobile2015_Footstep_project.pdf, }
@inproceedings{Simonyan2015, title = Very Deep Convolutional Networks for Large-Scale Image Recognition, authors = Karen Simonyan and Andrew Zisserman, year = 2015, booktitle = International Conference on Learning Representations, URL = http://www.robots.ox.ac.uk/~vgg/research/very_deep/, }
@article{Le2015, title = Unsupervised Dependency Parsing: Let's Use Supervised Parsers, authors = Phong Le and Willem Zuidema, year = 2015, journal = ArXiv, month = 04, URL = http://arxiv.org/abs/1504.04666, }
@article{a}browska2015, title = What exactly is Universal Grammar, and has anyone seen it?, authors = Ewa D{\k a}browska, year = 2015, journal = Frontiers in Psychology, month = 06, volume = 6, doi = 10.3389/fpsyg.2015.00852/abstract, }
@article{Duan2016, title = Benchmarking Deep Reinforcement Learning for Continuous Control, authors = Yan Duan and Xi Chen and Rein Houthooft and John Schulman and Pieter Abbeel, year = 2016, journal = ArXiv, month = 04, URL = http://arxiv.org/abs/1604.06778, }
@article{Johnson2016, title = Composing graphical models with neural networks for structured representations and fast inference, authors = Matthew J Johnson and David Duvenaud and Alexander B Wiltschko and Sandeep R Datta and Ryan P Adams, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.06277, }
@article{K{\'a}d{\'a}r2016, title = Representation of linguistic form and function in recurrent neural networks, authors = {\'A}kos K{\'a}d{\'a}r and Grzegorz Chrupa{\l}a and Afra Alishahi, year = 2016, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1602.08952, }
@inproceedings{Girlea2016, title = Psycholinguistic Features for Deceptive Role Detection in Werewolf, authors = Codruta Girlea and Roxana Girju and Eyal Amir, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 417--422, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1047.pdf, }
@article{Azizzadenesheli2016, title = Reinforcement Learning of POMDP's using Spectral Methods, authors = Kamyar Azizzadenesheli and Alessandro Lazaric and Animashree Anandkumar, year = 2016, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1602.07764, }
@inproceedings{Misra2016, title = Neural Shift-Reduce CCG Semantic Parsing, authors = Dipendra Kumar Misra and Yoav Artzi, year = 2016, booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, month = 11, pages = 1775--1786, URL = https://aclweb.org/anthology/D16-1183, }
@article{Agrawal2016, title = Sort Story: Sorting Jumbled Images and Captions into Stories, authors = Harsh Agrawal and Arjun Chandrasekaran and Dhruv Batra and Devi Parikh and Mohit Bansal, year = 2016, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1606.07493, }
@inproceedings{Miwa2016, title = End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures, authors = Makoto Miwa and Mohit Bansal, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 1105--1116, URL = http://www.aclweb.org/anthology/P16-1105, }
@inproceedings{Melamud2016, title = The Role of Context Types and Dimensionality in Learning Word Embeddings, authors = Oren Melamud and David McClosky and Siddharth Patwardhan and Mohit Bansal, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1030--1040, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1118.pdf, }
@article{Sinatra2016, title = Quantifying the evolution of individual scientific impact, authors = Roberta Sinatra and Dashun Wang and Pierre Deville and Chaoming Song and Albert-L{\'a}szl{\'o} Barab{\'a}si, year = 2016, journal = Science, month = 11, number = 6312, pages = aaf5239--aaf5239, volume = 354, doi = 10.1126/science.aaf5239, URL = https://science.sciencemag.org/content/354/6312/aaf5239/tab-pdf, }
@article{Barnard2016, title = Computational Methods for Integrating Vision and Language, authors = Kobus Barnard, year = 2016, journal = Synthesis Lectures on Computer Vision, month = 04, number = 1, pages = 1--227, volume = 6, doi = 10.2200/S00705ED1V01Y201602COV007, }
@inproceedings{Lazaridou2016, title = Multimodal Semantic Learning from Child-Directed Input, authors = Angeliki Lazaridou and Grzegorz Chrupa{\l}a and Raquel Fern a ndez and Marco Baroni, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 387--392, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1043.pdf, }
@inproceedings{Lazaridou2016, title = The red one!: On learning to refer to things based on discriminative properties, authors = Angeliki Lazaridou and Nghia The Pham and Marco Baroni, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = aug, pages = 213--218, doi = 10.18653/v1/P16-2035, URL = https://www.aclweb.org/anthology/P16-2035, }
@article{Lazaridou2016, title = Multi-Agent Cooperation and the Emergence of (Natural) Language, authors = Angeliki Lazaridou and Alexander Peysakhovich and Marco Baroni, year = 2016, journal = ArXiv, month = 12, URL = https://arxiv.org/abs/1612.07182, }
@inproceedings{Shen2016, title = Making Dependency Labeling Simple, Fast and Accurate, authors = Tianxiao Shen and Tao Lei and Regina Barzilay, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1089--1094, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1126.pdf, }
@article{Das2016, title = Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?, authors = Abhishek Das and Harsh Agrawal and C Lawrence Zitnick and Devi Parikh and Dhruv Batra, year = 2016, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1606.03556, }
@inproceedings{Haidu2016, title = Action Recognition and Interpretation from Virtual Demonstrations, authors = Andrei Haidu and Michael Beetz, year = 2016, booktitle = International Conference on Intelligent Robots and Systems (IROS), URL = http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber, }
@article{Lin2016, title = {Feature Pyramid Networks for Object Detection}, authors = Tsung-Yi Lin and Piotr Doll{\'a}r and Ross Girshick and Kaiming He and Bharath Hariharan and Serge Belongie, year = 2016, month = 12, URL = https://arxiv.org/abs/1612.03144, }
@article{Bahdanau2016, title = An Actor-Critic Algorithm for Sequence Prediction, authors = Dzmitry Bahdanau and Philemon Brakel and Kelvin Xu and Anirudh Goyal and Ryan Lowe and Joelle Pineau and Aaron Courville and Yoshua Bengio, year = 2016, journal = ArXiv, month = 07, URL = http://arxiv.org/abs/1607.07086, }
@inproceedings{Serban2016, title = Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus, authors = Iulian Vlad Serban and Alberto Garc i a-Dur a n and {\c C}a{\u g}lar G{\"u}l{\c c}ehre and Sungjin Ahn and Sarath Chandar and Aaron Courville and Yoshua Bengio, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 588--598, URL = http://www.aclweb.org/anthology/P16-1056, }
@article{Yu2016, title = A Joint Speaker-Listener-Reinforcer Model for Referring Expressions, authors = Licheng Yu and Hao Tan and Mohit Bansal and Tamara L Berg, year = 2016, journal = ArXiv, month = 12, URL = https://arxiv.org/abs/1612.09542, }
@inproceedings{Riedl2016, title = Unsupervised Compound Splitting With Distributional Semantics Rivals Supervised Methods, authors = Martin Riedl and Chris Biemann, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 617--622, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1075.pdf, }
@article{Mohamed2016, title = Variational Inference: Foundations and Modern Methods, authors = Shakir Mohamed and Rajesh Ranganath and David M Blei, year = 2016, month = 12, pages = 1--162, URL = http://www.cs.columbia.edu/~blei/talks/2016_NIPS_VI_tutorial.pdf, }
@inproceedings{Yu2016, title = Online Segment to Segment Neural Transduction, authors = Lei Yu and Jan Buys and Phil Blunsom, year = 2016, booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, month = November, pages = 1307--1316, URL = https://aclweb.org/anthology/D16-1138, }
@article{Caglayan2016, title = Multimodal Attention for Neural Machine Translation, authors = Ozan Caglayan and Lo{\"\\i}c Barrault and Fethi Bougares, year = 2016, journal = ArXiv, month = 09, URL = https://arxiv.org/abs/1609.03976, }
@article{Dosovitskiy2016, title = Generating Images with Perceptual Similarity Metrics based on Deep Networks, authors = Alexey Dosovitskiy and Thomas Brox, year = 2016, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1602.02644, }
@article{Brychcin2016, title = Latent Tree Language Model, authors = Tomas Brychcin, year = 2016, journal = ArXiv, month = 07, URL = http://arxiv.org/abs/1607.07057, }
@article{Perlmutter2016, title = Situated Language Understanding with Human-like and Visualization-Based Transparency, authors = Leah Perlmutter and Eric Kernfeld and Maya Cakmak, year = 2016, month = 01, URL = http://hcrlab.cs.washington.edu/pdfs/perlmutter2016situated.pdf, }
@article{Zhong2016, title = Sensorimotor Input as a Language Generalisation Tool: A Neurorobotics Model for Generation and Generalisation of Noun-Verb Combinations with Sensorimotor Inputs, authors = Junpei Zhong and Martin Peniak and Jun Tani and Tetsuya Ogata and Angelo Cangelosi, year = 2016, journal = ArXiv, month = 05, URL = https://arxiv.org/abs/1605.03261, }
@inproceedings{Flanigan2016, title = Generation from Abstract Meaning Representation using Tree Transducers, authors = Jeffrey Flanigan and Chris Dyer and Noah A Smith and Jaime Carbonell, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 731--739, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1087.pdf, }
@article{Le2016, title = Smooth Imitation Learning for Online Sequence Prediction, authors = Hoang M Le and Andrew Kang and Yisong Yue and Peter Carr, year = 2016, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1606.00968, }
@inproceedings{Gao2016, title = Physical Causality of Action Verbs in Grounded Language Understanding, authors = Qiaozi Gao and Malcolm Doering and Shaohua Yang and Joyce Chai, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = August, pages = 1814--1824, URL = http://www.aclweb.org/anthology/P16-1171, }
@inproceedings{Yang2016, title = Grounded Semantic Role Labeling, authors = Shaohua Yang and Qiaozi Gao and Changsong Liu and Caiming Xiong and Song-Chun Zhu and Joyce Y Chai, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 149--159, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1019.pdf, }
@inproceedings{Liu2016, title = Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration, authors = Changsong Liu and Shaohua Yang and Sari Saba-Sadiya and Nishant Shukla and Yunzhong He and Song-Chun Zhu and Joyce Chai, year = 2016, booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, month = 11, pages = 1482--1492, URL = https://aclweb.org/anthology/D16-1155, }
@inproceedings{Wang2016, title = Graph-based Dependency Parsing with Bidirectional LSTM, authors = Wenhui Wang and Baobao Chang, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 2306--2315, URL = http://www.aclweb.org/anthology/P16-1218, }
@article{Atzmon2016, title = Learning to generalize to new compositions in image understanding, authors = Yuval Atzmon and Jonathan Berant and Vahid Kezami and Amir Globerson and Gal Chechik, year = 2016, journal = ArXiv, month = 08, URL = https://arxiv.org/abs/1608.07639, }
@inproceedings{Xu2016, title = Expected F-Measure Training for Shift-Reduce Parsing with Recurrent Neural Networks, authors = Wenduan Xu and Michael Auli and Stephen Clark, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 210--220, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1025.pdf, }
@article{Cohen2016, title = Bayesian Analysis in Natural Language Processing, authors = Shay Cohen, year = 2016, journal = Synthesis Lectures on Human Language Technologies, month = 06, number = 2, pages = 1--274, volume = 9, doi = 10.2200/S00719ED1V01Y201605HLT035, }
@inproceedings{Narayan2016, title = Optimizing Spectral Learning for Parsing, authors = Shashi Narayan and Shay B Cohen, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 1546--1556, URL = http://www.aclweb.org/anthology/P16-1146, }
@article{Andor2016, title = Globally Normalized Transition-Based Neural Networks, authors = Daniel Andor and Chris Alberti and David Weiss and Aliaksei Severyn and Alessandro Presta and Kuzman Ganchev and Slav Petrov and Michael Collins, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.06042, }
@inproceedings{Legrand2016, title = Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages, authors = Jo e l Legrand and Ronan Collobert, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 08, pages = 573--578, URL = http://anthology.aclweb.org/P16-2093, }
@book{Goodfellow2016, title = Deep Learning, authors = Ian Goodfellow and Yoshua Bengio and Aaron Courville, year = 2016, booktitle = Deep Learning, month = 10, pages = 1--802, URL = https://github.com/HFTrader/DeepLearningBook/blob/master/DeepLearningBook.pdf, }
@article{Cooijmans2016, title = Recurrent Batch Normalization, authors = Tim Cooijmans and Nicolas Ballas and C{\'e}sar Laurent and {\c C}a{\u g}lar G{\"u}l{\c c}ehre and Aaron Courville, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.09025, }
@article{Hu2016, title = Utilizing Large Scale Vision and Text Datasets for Image Segmentation from Referring Expressions, authors = Ronghang Hu and Marcus Rohrbach and Subhashini Venugopalan and Trevor Darrell, year = 2016, journal = ArXiv, month = 08, URL = http://arxiv.org/abs/1608.08305, }
@article{He2016, title = Opponent Modeling in Deep Reinforcement Learning, authors = He He and Jordan Boyd-Graber and Kevin Kwok and Hal Daum{\'e}III, year = 2016, journal = ArXiv, month = 09, URL = https://arxiv.org/abs/1609.05559, }
@article{Iyyer2016, title = The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives, authors = Mohit Iyyer and Varun Manjunatha and Anupam Guha and Yogarshi Vyas and Jordan Boyd-Graber and Hal Daum{\'e}III and Larry Davis, year = 2016, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1611.05118, }
@article{Wu2016, title = Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation, authors = Yonghui Wu and Mike Schuster and Zhifeng Chen and Quoc V. Le and Mohammad Norouzi and Wolfgang Macherey and Maxim Krikun and Yuan Cao and Qin Gao and Klaus Macherey and Jeff Klingner and Apurva Shah and Melvin Johnson and Xiaobing Liu and {\L}ukasz Kaiser and Stephan Gouws and Yoshikiyo Kato and Taku Kudo and Hideto Kazawa and Keith Stevens and George Kurian and Nishant Patil and Wei Wang and Cliff Young and Jason Smith and Jason Riesa and Alex Rudnick and Oriol Vinyals and Greg Corrado and Macduff Hughes and Jeffrey Dean, year = 2016, journal = ArXiv, month = 09, URL = http://arxiv.org/abs/1609.08144, }
@article{Newell2016, title = Stacked Hourglass Networks for Human Pose Estimation, authors = Alejandro Newell and Kaiyu Yang and Jia Deng, year = 2016, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1603.06937, }
@article{Doersch2016, title = Tutorial on Variational Autoencoders, authors = Carl Doersch, year = 2016, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1606.05908, }
@inproceedings{Ferraro2016, title = A Unified Bayesian Model of Scripts, Frames and Language, authors = Francis Ferraro and Benjamin Van Durme, year = 2016, booktitle = Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, pages = 2601--2607, URL = http://dl.acm.org/citation.cfm?id, }
@inproceedings{Faruqui2016, title = Morphological Inflection Generation Using Character Sequence to Sequence Learning, authors = Manaal Faruqui and Yulia Tsvetkov and Graham Neubig and Chris Dyer, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 634--643, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1077.pdf, }
@inproceedings{Yang2016, title = Part-of-Speech Tagging for Historical English, authors = Yi Yang and Jacob Eisenstein, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1318--1328, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1157.pdf, }
@inproceedings{Ji2016, title = A Latent Variable Recurrent Neural Network for Discourse Relation Language Models, authors = Yangfeng Ji and Gholamreza Haffari and Jacob Eisenstein, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 332--342, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1037.pdf, }
@inproceedings{Eisner2016, title = Inside-Outside and Forward-Backward Algorithms Are Just Backprop (Tutorial Paper), authors = Jason Eisner, year = 2016, booktitle = EMNLP 2016 Workshop on Structure Prediction, month = 01, URL = https://www.cs.jhu.edu/~jason/papers/eisner.spnlp16.pdf, }
@inproceedings{Rastogi2016, title = Weighting Finite-State Transductions With Neural Context, authors = Pushpendre Rastogi and Ryan Cotterell and Jason Eisner, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 623--633, URL = http://www.aclweb.org/anthology/N16-1076, }
@article{Schoenick2016, title = Moving Beyond the Turing Test with the Allen AI Science Challenge, authors = Carissa Schoenick and Peter Clark and Oyvind Tafjord and Peter Turney and Oren Etzioni, year = 2016, journal = Communications of the ACM, }
@inproceedings{Yatskar2016, title = Stating the Obvious: Extracting Visual Common Sense Knowledge, authors = Mark Yatskar and Vicente Ordonez and Ali Farhadi, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 193--198, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1023.pdf, }
@inproceedings{Mottaghi2016, title = ``What Happens If...'' Learning to Predict the Effect of Forces in Images, authors = Roozbeh Mottaghi and Mohammad Rastegari and Abhinav Gupta and Ali Farhadi, year = 2016, booktitle = Computer Vision -- ECCV 2016, pages = 269--285, }
@inproceedings{Yatskar2016, title = Situation Recognition: Visual Semantic Role Labeling for Image Understanding, authors = Mark Yatskar and Luke S Zettlemoyer and Ali Farhadi, year = 2016, booktitle = 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), URL = http://ieeexplore.ieee.org/document/7780966/, }
@inproceedings{Rastegari2016, title = XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks, authors = Mohammad Rastegari and Vicente Ordonez and Joseph Redmon and Ali Farhadi, year = 2016, booktitle = ECCV, }
@inproceedings{Lerer2016, title = Learning Physical Intuition of Block Towers by Example, authors = Adam Lerer and Sam Gross and Rob Fergus, year = 2016, booktitle = International Conference on Machine Learning, URL = https://arxiv.org/abs/1603.01312, }
@article{Brown2016, title = Mechanized Margin to Digitized Center: Black Feminism's Contributions to Combatting Erasure within the Digital Humanities, authors = Nicole M Brown and Ruby Mendenhall and Michael L Black and Mark Van Moer and Assata Zerai and Karen Flynn, year = 2016, journal = International Journal of Humanities and Arts Computing, month = 03, number = 1, pages = 110--125, volume = 10, doi = 10.3366/ijhac.2016.0163, }
@inproceedings{a2016, title = Character-based Neural Machine Translation, authors = Marta R Costa-juss a and Jos e A R Fonollosa, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 08, pages = 357--361, URL = http://anthology.aclweb.org/P16-2058, }
@inproceedings{Sun2016, title = NEOL: Toward Never-Ending Object Learning for Robots, authors = Yuyin Sun and Dieter Fox, year = 2016, booktitle = ICRA, }
@article{Andrychowicz2016, title = Learning to learn by gradient descent by gradient descent, authors = Marcin Andrychowicz and Misha Denil and Sergio Gomez and Matthew W Hoffman and David Pfau and Tom Schaul and Nando de Freitas, year = 2016, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1606.04474, }
@article{Huth2016, title = Natural speech reveals the semantic maps that tile human cerebral cortex, authors = Alexander G Huth and Wendy A de Heer and Thomas L Griffiths and Fr{\'e}d{\'e}ric E Theunissen and Jack L Gallant, year = 2016, journal = Nature, month = 04, number = 7600, pages = 453--458, volume = 532, doi = 10.1038/nature17637, }
@inproceedings{Li2016, title = Commonsense Knowledge Base Completion, authors = Xiang Li and Aynaz Taheri and Lifu Tu and Kevin Gimpel, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 1445--1455, URL = http://www.aclweb.org/anthology/P16-1137, }
@article{Ginsparg2016, title = Preprint D{\'e}j{\`a}Vu, authors = Paul Ginsparg, year = 2016, journal = The EMBO Journal, month = 12, number = 24, pages = 2620--2625, volume = 35, doi = 10.15252/embj.201695531/full, }
@article{Johnson2016, title = CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning, authors = Justin Johnson and Bharath Hariharan and Laurens van der Maaten and Li Fei-Fei and C Lawrence Zitnick and Ross Girshick, year = 2016, journal = ArXiv, month = 12, URL = https://arxiv.org/abs/1612.06890, }
@article{Rennie2016, title = Self-critical Sequence Training for Image Captioning, authors = Steven J. Rennie and Etienne Marcheret and Youssef Mroueh and Jarret Ross and Vaibhava Goel, year = 2016, month = December, }
@article{Linzen2016, title = Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies, authors = Tal Linzen and Emmanuel Dupoux and Yoav Goldberg, year = 2016, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1611.01368, }
@inproceedings{Sogaard2016, title = Deep multi-task learning with low level tasks supervised at lower layers, authors = Anders Sogaard and Yoav Goldberg, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 08, pages = 231--235, URL = http://anthology.aclweb.org/P16-2038, }
@inproceedings{Ficler2016, title = Coordination Annotation Extension in the Penn Tree Bank, authors = Jessica Ficler and Yoav Goldberg, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 834--842, URL = http://www.aclweb.org/anthology/P16-1079, }
@article{Kiperwasser2016, title = Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations, authors = Eliyahu Kiperwasser and Yoav Goldberg, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.04351, }
@article{Goldberg2016, title = A Primer on Neural Network Models for Natural Language Processing, authors = Yoav Goldberg, year = 2016, journal = Journal of Artificial Intelligence Research, month = 01, pages = 345--420, volume = 57, URL = http://www.jair.org/papers/paper4992.html, }
@article{Kiperwasser2016, title = Easy-First Dependency Parsing with Hierarchical Tree LSTMs, authors = Eliyahu Kiperwasser and Yoav Goldberg, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.00375, }
@article{Stanovsky2016, title = Getting More Out Of Syntax with PropS, authors = Gabriel Stanovsky and Jessica Ficler and Ido Dagan and Yoav Goldberg, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.01648, }
@article{Adi2016, title = Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks, authors = Yossi Adi and Einat Kermany and Yonatan Belinkov and Ofer Lavi and Yoav Goldberg, year = 2016, journal = ArXiv, month = 08, URL = http://arxiv.org/abs/1608.04207, }
@article{Goodfellow2016, title = NIPS 2016 Tutorial: Generative Adversarial Networks, authors = Ian Goodfellow, year = 2016, journal = ArXiv, month = 12, URL = https://arxiv.org/abs/1701.00160, }
@article{Dauphin2016, title = Language Modeling with Gated Convolutional Networks, authors = Yann N Dauphin and Angela Fan and Michael Auli and David Grangier, year = 2016, journal = ArXiv, month = 12, URL = https://arxiv.org/abs/1612.08083, }
@article{Gurari2016, title = Visual Question: Predicting If a Crowd Will Agree on the Answer, authors = Danna Gurari and Kristen Grauman, year = 2016, journal = ArXiv, month = 08, URL = https://arxiv.org/abs/1608.08188, }
@inproceedings{Zhu2016, title = DAG-Structured Long Short-Term Memory for Semantic Compositionality, authors = Xiaodan Zhu and Parinaz Sobhani and Hongyu Guo, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 917--926, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1106.pdf, }
@article{Sigurdsson2016, title = Asynchronous Temporal Fields for Action Recognition, authors = Gunnar A. Sigurdsson and Santosh Kumar Divvala and Ali Farhadi and Abhinav Gupta, year = 2016, URL = http://arxiv.org/abs/1612.06371, }
@article{Jorge2016, title = Learning to Play Guess Who? and Inventing a Grounded Language as a Consequence, authors = Emilio Jorge and Mikael K{\aa}geb{\"a}ck and Fredrik D Johansson and Emil Gustavsson, year = 2016, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1611.03218, }
@inproceedings{Lea2016, title = Temporal Convolutional Networks: A Unified Approach to Action Segmentation, authors = Colin Lea and Rene Vidal and Austin Reiter and Gregory D. Hager, year = 2016, booktitle = ECCV workshop on "Brave new ideas for motion representations in videos", URL = https://arxiv.org/abs/1608.08242, }
@article{Seo2016, title = Bidirectional Attention Flow for Machine Comprehension, authors = Minjoon Seo and Aniruddha Kembhavi and Ali Farhadi and Hannaneh Hajishirzi, year = 2016, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1611.01603, }
@article{Papernot2016, title = {Crafting Adversarial Input Sequences for Recurrent Neural Networks}, authors = Nicolas Papernot and Patrick McDaniel and Ananthram Swami and Richard Harang, year = 2016, month = 04, URL = https://arxiv.org/abs/1604.08275, }
@inproceedings{Pathak2016, title = {Learning Features by Watching Objects Move}, authors = Deepak Pathak and Ross Girshick and Piotr Dollár and Trevor Darrell and Bharath Hariharan, year = 2016, booktitle = CVPR 2017, month = 12, URL = https://arxiv.org/abs/1612.06370, }
@article{Graves2016, title = Hybrid computing using a neural network with dynamic external memory, authors = Alex Graves and Greg Wayne and Malcolm Reynolds and Tim Harley and Ivo Danihelka and Agnieszka Grabska-Barwi{\'n}ska and Sergio G{\'o}mez Colmenarejo and Edward Grefenstette and Tiago Ramalho and John Agapiou and Adri{\`a}Puigdom{\`e}nech Badia and Karl Moritz Hermann and Yori Zwols and Georg Ostrovski and Adam Cain and Helen King and Christopher Summerfield and Phil Blunsom and Koray Kavukcuoglu and Demis Hassabis, year = 2016, journal = Nature, month = 10, number = 7626, pages = 471--476, volume = 538, doi = 10.1038/nature20101, }
@article{Koushik2016, title = Improving Stochastic Gradient Descent with Feedback, authors = Jayanth Koushik and Hiroaki Hayashi, year = 2016, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1611.01505, }
@article{Xie2016, title = Aggregated Residual Transformations for Deep Neural Networks, authors = Saining Xie and Ross Girshick and Piotr Dollár and Zhuowen Tu and Kaiming He, year = 2016, journal = arXiv preprint arXiv:1611.05431, }
@inproceedings{Mathews2016, title = SentiCap: Generating Image Descriptions with Sentiments, authors = Alexander Mathews and Lexing Xie and Xuming He, year = 2016, booktitle = AAAI, pages = 3574--3580, URL = https://arxiv.org/abs/1510.01431v2, }
@article{Chen2016, title = Zero-Shot Learning of Intent Embeddings for Expansion by Convolutional Deep Structured Semantic Models, authors = Yun-Nung Chen and Dilek Hakkani-T{\"u}r and Xiaodong He, year = 2016, journal = 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), month = 03, pages = 6045--6049, URL = https://www.researchgate.net/publication/292143255_Zero-Shot_Learning_of_Intent_Embeddings_for_Expansion_by_Convolutional_Deep_Structured_Semantic_Models, }
@article{Wu2016, title = Visual Question Answering: A Survey of Methods and Datasets, authors = Qi Wu and Damien Teney and Peng Wang and Chunhua Shen and Anthony Dick and Anton van den Hengel, year = 2016, journal = ArXiv, month = 07, URL = http://arxiv.org/abs/1607.05910, }
@inproceedings{'y2016, title = Semantic Parsing with Semi-Supervised Sequential Autoencoders, authors = Tom{\'a}{\v s} Ko{\v c}isk 'y and G{\'a}bor Melis and Edward Grefenstette and Chris Dyer and Wang Ling and Phil Blunsom and Moritz Karl Hermann, year = 2016, booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, month = 01, pages = 1078--1087, URL = http://aclweb.org/anthology/D16-1116, }
@article{Lee2016, title = Fully Character-Level Neural Machine Translation without Explicit Segmentation, authors = Jason Lee and Kyunghyun Cho and Thomas Hofmann, year = 2016, journal = ArXiv, month = 10, URL = https://arxiv.org/abs/1610.03017, }
@inproceedings{Paul2016, title = Efficient Grounding of Abstract Spatial Concepts for Natural Language Interaction with Robot Manipulators, authors = Rohan Paul and Jacob Arkin and Nicholas Roy and Thomas M Howard, year = 2016, booktitle = Robotics: Science and Systems 2016, month = 06, volume = 12, URL = http://www.roboticsproceedings.org/rss12/p37.pdf, }
@inproceedings{Iyyer2016, title = Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships, authors = Mohit Iyyer and Anupam Guha and Snigdha Chaturvedi and Jordan Boyd-Graber and Hal Daum e III, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1534--1544, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1180.pdf, }
@inproceedings{Tian2016, title = Learning Semantically and Additively Compositional Distributional Representations, authors = Ran Tian and Naoaki Okazaki and Kentaro Inui, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 1277--1287, URL = http://www.aclweb.org/anthology/P16-1121, }
@inproceedings{Zhang2016, title = Ten Pairs to Tag -- Multilingual POS Tagging via Coarse Mapping between Embeddings, authors = Yuan Zhang and David Gaddy and Regina Barzilay and Tommi S Jaakkola, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1307--1317, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1156.pdf, }
@article{Mou2016, title = How Transferable are Neural Networks in NLP Applications?, authors = Lili Mou and Zhao Meng and Rui Yan and Ge Li and Yan Xu and Lu Zhang and Zhi Jin, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.06111, }
@inproceedings{Groschwitz2016, title = Efficient techniques for parsing with tree automata, authors = Jonas Groschwitz and Alexander Koller and Mark Johnson, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 2042--2051, URL = http://www.aclweb.org/anthology/P16-1192, }
@article{Jong2016, title = Incremental Sequence Learning, authors = Edwin D de Jong, year = 2016, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1611.03068, }
@inproceedings{Li2016, title = Visualizing and Understanding Neural Models in NLP, authors = Jiwei Li and Xinlei Chen and Eduard Hovy and Daniel Jurafsky, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 681--691, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1082.pdf, }
@inproceedings{Song2016, title = Unsupervised Alignment of Actions in Video with Text Descriptions, authors = Young Chol Song and Iftekhar Naim and Abdullah Al Mamun and Kaustubh Kulkarni and Parag Singla and Jiebo Luo and Daniel Gildea and Henry Kautz, year = 2016, booktitle = Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, pages = 2025--2031, URL = http://dl.acm.org/citation.cfm?id, }
@inproceedings{Battaglia2016, title = {Interaction Networks for Learning about Objects, Relations and Physics}, authors = Peter W. Battaglia and Razvan Pascanu and Matthew Lai and Danilo Rezende and Koray Kavukcuoglu, year = 2016, booktitle = Published in NIPS 2016, month = 12, URL = https://arxiv.org/abs/1612.00222, }
@article{Oord2016, title = WaveNet: A Generative Model for Raw Audio, authors = Aaron van den Oord and Sander Dieleman and Heiga Zen and Karen Simonyan and Oriol Vinyals and Alex Graves and Nal Kalchbrenner and Andrew Senior and Koray Kavukcuoglu, year = 2016, journal = ArXiv, month = 09, URL = https://arxiv.org/abs/1609.03499, }
@article{Kalchbrenner2016, title = Neural Machine Translation in Linear Time, authors = Nal Kalchbrenner and Lasse Espeholt and Karen Simonyan and Aaron van den Oord and Alex Graves and Koray Kavukcuoglu, year = 2016, journal = ArXiv, month = 10, URL = https://arxiv.org/abs/1610.10099, }
@article{Oord2016, title = Pixel Recurrent Neural Networks, authors = Aaron van den Oord and Nal Kalchbrenner and Koray Kavukcuoglu, year = 2016, journal = ArXiv, month = 01, URL = http://arxiv.org/abs/1601.06759, }
@article{Kalchbrenner2016, title = Video Pixel Networks, authors = Nal Kalchbrenner and Aaron van den Oord and Karen Simonyan and Ivo Danihelka and Oriol Vinyals and Alex Graves and Koray Kavukcuoglu, year = 2016, journal = ArXiv, month = 10, URL = https://arxiv.org/abs/1610.00527, }
@article{Jaderberg2016, title = Decoupled Neural Interfaces using Synthetic Gradients, authors = Max Jaderberg and Wojciech Marian Czarnecki and Simon Osindero and Oriol Vinyals and Alex Graves and Koray Kavukcuoglu, year = 2016, journal = ArXiv, month = 08, URL = https://arxiv.org/abs/1608.05343, }
@article{Jaderberg2016, title = {Reinforcement Learning with Unsupervised Auxiliary Tasks}, authors = Max Jaderberg and Volodymyr Mnih and Wojciech Marian Czarnecki and Tom Schaul and Joel Z Leibo and David Silver and Koray Kavukcuoglu, year = 2016, month = 11, URL = https://arxiv.org/abs/1611.05397, }
@inproceedings{Gella2016, title = Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings, authors = Spandana Gella and Mirella Lapata and Frank Keller, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 182--192, }
@inproceedings{Andreas2016, title = Neural Module Networks, authors = Jacob Andreas and Marcus Rohrbach and Trevor Darrell and Dan Klein., year = 2016, booktitle = CVPR, URL = https://arxiv.org/abs/1511.02799, }
@inproceedings{Andreas2016, title = Learning to Compose Neural Networks for Question Answering, authors = Jacob Andreas and Marcus Rohrbach and Trevor Darrell and Dan Klein, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1545--1554, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1181.pdf, }
@inproceedings{Zoph2016, title = Simple, Fast Noise-Contrastive Estimation for Large RNN Vocabularies, authors = Barret Zoph and Ashish Vaswani and Jonathan May and Kevin Knight, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1217--1222, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1145.pdf, }
@inproceedings{Zoph2016, title = Multi-Source Neural Translation, authors = Barret Zoph and Kevin Knight, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 30--34, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1004.pdf, }
@inproceedings{Tran2016, title = Unsupervised Neural Hidden Markov Models, authors = Ke M Tran and Yonatan Bisk and Ashish Vaswani and Daniel Marcu and Kevin Knight, year = 2016, booktitle = Proceedings of the Workshop on Structured Prediction for NLP, month = 11, pages = 63--71, URL = http://aclweb.org/anthology/W16-5907, }
@article{Weir2016, title = Aligning Packed Dependency Trees: a theory of composition for distributional semantics, authors = David Weir and Julie Weeds and Jeremy Reffin and Thomas Kober, year = 2016, journal = ArXiv, month = 08, URL = https://arxiv.org/abs/1608.07115, }
@inproceedings{Yu2016, title = Multi-Scale Context Aggregation by Dilated Convolutions, authors = Fisher Yu and Vladlen Koltun, year = 2016, booktitle = 3rd International Conference on Learning Representations, month = 01, URL = https://arxiv.org/abs/1511.07122, }
@inproceedings{c2016, title = Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations?, authors = Ivan Vuli c and Anna Korhonen, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 08, pages = 518--524, URL = http://anthology.aclweb.org/P16-2084, }
@article{Koushik2016, title = Understanding Convolutional Neural Networks, authors = Jayanth Koushik, year = 2016, journal = ArXiv, month = 05, URL = http://arxiv.org/abs/1605.09081, }
@inproceedings{Krishnamurthy2016, title = Probabilistic Models for Learning a Semantic Parser Lexicon, authors = Jayant Krishnamurthy, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 606--616, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1074.pdf, }
@article{Karpatne2016, title = Theory-guided Data Science: A New Paradigm for Scientific Discovery, authors = Anuj Karpatne and Gowtham Atluri and James Faghmous and Michael Steinbach and Arindam Banerjee and Auroop Ganguly and Shashi Shekhar and Nagiza Samatova and Vipin Kumar, year = 2016, journal = ArXiv, month = 12, URL = https://arxiv.org/abs/1612.08544, }
@inproceedings{Alayrac2016, title = Unsupervised learning from Narrated Instruction Videos, authors = Jean-Baptiste Alayrac and Piotr Bojanowski and Nishant Agrawal and Ivan Laptev and Josef Sivic and Simon Lacoste-Julien, year = 2016, booktitle = Computer Vision and Pattern Recognition (CVPR), }
@article{Liang2016, title = Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision, authors = Chen Liang and Jonathan Berant and Quoc Le and Kenneth D Forbus and Ni Lao, year = 2016, journal = ArXiv, month = 10, URL = https://arxiv.org/abs/1611.00020, }
@article{Reddy2016, title = Transforming Dependency Structures to Logical Forms for Semantic Parsing, authors = Siva Reddy and Oscar T{\"a}ckstr{\"o}m and Michael Collins and Tom Kwiatkowski and Dipanjan Das and Mark Steedman and Mirella Lapata, year = 2016, journal = Transactions of the Association for Computational Linguistics, month = 01, volume = 4, URL = http://research.google.com/pubs/pub44858.html, }
@inproceedings{Zhang2016, title = Top-down Tree Long Short-Term Memory Networks, authors = Xingxing Zhang and Liang Lu and Mirella Lapata, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 310--320, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1035.pdf, }
@article{Zoph2016, title = Neural Architecture Search with Reinforcement Learning, authors = Barret Zoph and Quoc V. Le, year = 2016, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1611.01578, }
@article{Henaff2016, title = Orthogonal RNNs and Long-Memory Tasks, authors = Mikael Henaff and Arthur Szlam and Yann LeCun, year = 2016, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1602.06662, }
@inproceedings{Oh2016, title = {Control of Memory, Active Perception, and Action in Minecraft}, authors = Junhyuk Oh and Valliappa Chockalingam and Satinder Singh and Honglak Lee, year = 2016, booktitle = ICML 2016, month = 05, URL = https://arxiv.org/abs/1605.09128, }
@article{Agrawal2016, title = Learning to Poke by Poking: Experiential Learning of Intuitive Physics, authors = Pulkit Agrawal and Ashvin Nair and Pieter Abbeel and Jitendra Malik and Sergey Levine, year = 2016, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1606.07419, }
@article{Liang2016, title = Learning Executable Semantic Parsers for Natural Language Understanding, authors = Percy Liang, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.06677, }
@article{Yih2016, title = Question Answering with knowledge base, web, and beyond, authors = Wen-tau Yih and Hao Ma, year = 2016, journal = NAACL 2016, month = 06, pages = 1--181, }
@article{Clark2016, title = The Categorial Framework for Compositional Distributional Semantics, authors = Stephen Clark and Laura Rimell and Tamara Polajnar and Jean Maillard, year = 2016, journal = University of Cambridge Computer Laboratory, month = 01, URL = http://www.cl.cam.ac.uk/~sc609/pubs/cat_framework_2016.pdf, }
@inproceedings{Shutova2016, title = Black Holes and White Rabbits: Metaphor Identification with Visual Features, authors = Ekaterina Shutova and Douwe Kiela and Jean Maillard, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 160--170, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1020.pdf, }
@inproceedings{Wang2016, title = Learning Language Games through Interaction, authors = Sida I Wang and Percy Liang and Christopher D Manning, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 2368--2378, URL = http://www.aclweb.org/anthology/P16-1224, }
@inproceedings{Bisk2016, title = Natural Language Communication with Robots, authors = Yonatan Bisk and Deniz Yuret and Daniel Marcu, year = 2016, booktitle = Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics, month = 06, pages = 1--11, URL = http://yonatanbisk.com/papers/2016-NAACL.pdf, }
@article{Verga2016, title = Row-less Universal Schema, authors = Patrick Verga and Andrew McCallum, year = 2016, journal = ArXiv, month = 04, URL = http://arxiv.org/abs/1604.06361, }
@inproceedings{Tran2016, title = Recurrent Memory Networks for Language Modeling, authors = Ke Tran and Arianna Bisazza and Christof Monz, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 321--331, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1036.pdf, }
@inproceedings{Pichotta2016, title = Using Sentence-Level LSTM Language Models for Script Inference, authors = Karl Pichotta and Raymond J. Mooney, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = August, pages = 279--289, URL = http://www.aclweb.org/anthology/P16-1027, }
@inproceedings{Thomason2016, title = Learning Multi-Modal Grounded Linguistic Semantics by Playing "I Spy", authors = Jesse Thomason and Jivko Sinapov and Maxwell Svetlik and Peter Stone and Raymond J Mooney, year = 2016, booktitle = Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI-16), month = 01, pages = 3477--3483, URL = http://www.cs.utexas.edu/users/ai-lab/pub-view.php?PubID, }
@inproceedings{Tymoshenko2016, title = Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking, authors = Kateryna Tymoshenko and Daniele Bonadiman and Alessandro Moschitti, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1268--1278, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1152.pdf, }
@mastersthesis{Musa2016, title = Improving a supervised CCG parser, authors = Ryan A Musa, year = 2016, school = The University of Illinois at Urbana-Champaign, month = 04, URL = https://www.ideals.illinois.edu/handle/2142/90677, }
@inproceedings{Vaswani2016, title = Supertagging with LSTMs, authors = Ashish Vaswani and Yonatan Bisk and Kenji Sagae and Ryan Musa, year = 2016, booktitle = Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics Short Papers, month = 06, pages = 1--6, URL = http://yonatanbisk.com/papers/2016-NAACLShort.pdf, }
@inproceedings{uster2016, title = Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders, authors = Simon S uster and Ivan Titov and Gertjan van Noord, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1346--1356, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1160.pdf, }
@article{Obama2016, title = United States Health Care Reform: Progress to Date and Next Steps, authors = Barack Obama, year = 2016, journal = JAMA, month = 07, URL = http://jama.jamanetwork.com/article.aspx?doi, }
@inproceedings{He2016, title = Deep Reinforcement Learning with a Natural Language Action Space, authors = Ji He and Jianshu Chen and Xiaodong He and Jianfeng Gao and Lihong Li and Li Deng and Mari Ostendorf, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 1621--1630, URL = http://www.aclweb.org/anthology/P16-1153, }
@article{Long2016, title = Template-Based Human Supervised Robot Task Programming, authors = Xianchao Long and Taskin Padir, year = 2016, month = 11, pages = 1--7, URL = https://mail.google.com/mail/u/0/, }
@inproceedings{Ray2016, title = Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions, authors = Arijit Ray and Gordon Christie and Mohit Bansal and Dhruv Batra and Devi Parikh, year = 2016, booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, month = 01, pages = 919--924, URL = http://aclweb.org/anthology/D16-1090, }
@inproceedings{Wanzare2016, title = DeScript: A Crowdsourced Database of Event Sequence Descriptions for the Acquisition of High-quality Script Knowledge, authors = Lilian D. A. Wanzare and Alessandra Zarcone and Stefan Thater and Manfred Pinkal, year = 2016, booktitle = Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), month = may, }
@article{Gualtieri2016, title = High precision grasp pose detection in dense clutter, authors = Marcus Gualtieri and Andreas ten Pas and Kate Saenko and Robert Platt, year = 2016, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1603.01564, }
@article{Jang2016, title = Categorical Reparameterization with Gumbel-Softmax, authors = Eric Jang and Shixiang Gu and Ben Poole, year = 2016, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1611.01144, }
@article{Bowman2016, title = A Fast Unified Model for Parsing and Sentence Understanding, authors = Samuel R Bowman and Jon Gauthier and Abhinav Rastogi and Raghav Gupta and Christopher D Manning and Christopher Potts, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.06021, }
@article{Mnih2016, title = Variational inference for Monte Carlo objectives, authors = Andriy Mnih and Danilo J Rezende, year = 2016, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1602.06725, }
@inproceedings{Haas2016, title = A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap, authors = Carolin Haas and Stefan Riezler, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 740--750, URL = http://www.aclweb.org/anthology/N16-1088, }
@inproceedings{Fukui2016, title = Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding, authors = Akira Fukui and Huk Dong Park and Daylen Yang and Anna Rohrbach and Trevor Darrell and Marcus Rohrbach, year = 2016, booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, month = 01, pages = 457--468, URL = http://aclweb.org/anthology/D16-1044, }
@inproceedings{Tsai2016, title = Cross-lingual Wikification Using Multilingual Embeddings, authors = Chen-Tse Tsai and Dan Roth, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 589--598, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf//N16-1072.pdf, }
@inproceedings{Xu2016, title = MSR-VTT: A Large Video Description Dataset for Bridging Video and Language, authors = Jun Xu and Tao Mei and Ting Yao and Yong Rui, year = 2016, booktitle = 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages = 5288--5296, URL = http://ieeexplore.ieee.org/document/7780940/, }
@article{Strobelt2016, title = Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks, authors = Hendrik Strobelt and Sebastian Gehrmann and Bernd Huber and Hanspeter Pfister and Alexander M Rush, year = 2016, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1606.07461, }
@inproceedings{Chopra2016, title = Abstractive Sentence Summarization with Attentive Recurrent Neural Networks, authors = Sumit Chopra and Michael Auli and Alexander M Rush, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 93--98, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1012.pdf, }
@inproceedings{Kim2016, title = Character-Aware Neural Language Models, authors = Yoon Kim and Yacine Jernite and David Sontag and Alexander Rush, year = 2016, booktitle = AAAI, URL = https://arxiv.org/abs/1508.06615, }
@inproceedings{Venugopalan2016, title = Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text, authors = Subhashini Venugopalan and Lisa Anne Hendricks and Raymond Mooney and Kate Saenko, year = 2016, booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, month = 11, pages = 1961--1966, URL = https://aclweb.org/anthology/D16-1204, }
@article{Hu2016, title = Modeling Relationships in Referential Expressions with Compositional Modular Networks, authors = Ronghang Hu and Marcus Rohrbach and Jacob Andreas and Trevor Darrell and Kate Saenko, year = 2016, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1611.09978v1, }
@inproceedings{Wu2016, title = On Multiplicative Integration with Recurrent Neural Networks, authors = Yuhuai Wu and Saizheng Zhang and Ying Zhang and Yoshua Bengio and Ruslan R Salakhutdinov, year = 2016, booktitle = Advances in Neural Information Processing Systems 29, pages = 2856--2864, URL = http://papers.nips.cc/paper/6215-on-multiplicative-integration-with-recurrent-neural-networks.pdf, }
@article{Wu2016, title = Watch-n-Patch: Unsupervised Learning of Actions and Relations, authors = Chenxia Wu and Jiemi Zhang and Ozan Sener and Bart Selman and Silvio Savarese and Ashutosh Saxena, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.03541, }
@article{Abel2016, title = Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains, authors = David Abel and Alekh Agarwal and Fernando Diaz and Akshay Krishnamurthy and Robert E Schapire, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.04119, }
@article{Abbeel2016, title = Deep Reinforcement Learning through Policy Optimization, authors = Pieter Abbeel and John Schulman, year = 2016, month = 12, pages = 1--120, URL = http://people.eecs.berkeley.edu/~pabbeel/nips-tutorial-policy-optimization-Schulman-Abbeel.pdf, }
@inproceedings{Chao2016, title = An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild, authors = Wei-Lun Chao and Soravit Changpinyo and Boqing Gong and Fei Sha, year = 2016, booktitle = Computer Vision -- ECCV 2016, pages = 52--68, }
@article{Lu2016, title = A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition, authors = Zhiyun Lu and Dong Guo and Alireza Bagheri Garakani and Kuan Liu and Avner May and Aurelien Bellet and Linxi Fan and Michael Collins and Brian Kingsbury and Michael Picheny and Fei Sha, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.05800, }
@article{Rafferty2016, title = Faster Teaching via POMDP Planning, authors = Anna N. Rafferty and Emma Brunskill and Thomas L. Griffiths and Patrick Shafto, year = 2016, journal = Cognitive Science, number = 6, pages = 1290-1332, volume = 40, doi = 10.1111/cogs.12290, URL = https://onlinelibrary.wiley.com/doi/abs/10.1111/cogs.12290, }
@article{Chai2016, title = Collaborative Language Grounding Toward Situated Human-Robot Dialogue, authors = Joyce Y Chai and Rui Fang and Changsong Liu and Lanbo She, year = 2016, journal = AI Magazine, URL = https://aitopics.org/doc/journals:58BE097F/, }
@inproceedings{Puduppully2016, title = Transition-Based Syntactic Linearization with Lookahead Features, authors = Ratish Puduppully and Yue Zhang and Manish Shrivastava, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 488--493, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1058.pdf, }
@article{Daniely2016, title = Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity, authors = Amit Daniely and Roy Frostig and Yoram Singer, year = 2016, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1602.05897, }
@article{Kuncoro2016, title = What Do Recurrent Neural Network Grammars Learn About Syntax?, authors = Adhiguna Kuncoro and Miguel Ballesteros and Lingpeng Kong and Chris Dyer and Graham Neubig and Noah A Smith, year = 2016, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1611.05774, }
@inproceedings{Dyer2016, title = Recurrent Neural Network Grammars, authors = Chris Dyer and Adhiguna Kuncoro and Miguel Ballesteros and Noah A Smith, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 199--209, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1024.pdf, }
@article{Swayamdipta2016, title = Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs, authors = Swabha Swayamdipta and Miguel Ballesteros and Chris Dyer and Noah A Smith, year = 2016, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1606.08954, }
@article{Ballesteros2016, title = Training with Exploration Improves a Greedy Stack-LSTM Parser, authors = Miguel Ballesteros and Yoav Goldberg and Chris Dyer and Noah A Smith, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.03793, }
@inproceedings{Bingel2016, title = Extracting token-level signals of syntactic processing from fMRI - with an application to PoS induction, authors = Joachim Bingel and Maria Barrett and Anders Sogaard, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 747--755, URL = http://www.aclweb.org/anthology/P16-1071, }
@inproceedings{J{\o}rgensen2016, title = Learning a POS tagger for AAVE-like language, authors = Anna J{\o}rgensen and Dirk Hovy and Anders Sogaard, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1115--1120, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf//N16-1130.pdf, }
@inproceedings{Klerke2016, title = Improving sentence compression by learning to predict gaze, authors = Sigrid Klerke and Yoav Goldberg and Anders Sogaard, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1528--1533, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1179.pdf, }
@article{Ding2016, title = Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task, authors = Nan Ding and Sebastian Goodman and Fei Sha and Radu Soricut, year = 2016, journal = ArXiv, month = 12, URL = https://arxiv.org/abs/1612.07833, }
@inproceedings{Paetzold2016, title = Inferring Psycholinguistic Properties of Words, authors = Gustavo Paetzold and Lucia Specia, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 435--440, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1050.pdf, }
@inproceedings{Spranger2016, title = Grounded lexicon acquisition \\&{\#}x2014; Case studies in spatial language, authors = Michael Spranger, year = 2016, booktitle = 2013 IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL), month = 07, pages = 1--6, URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber, }
@inproceedings{Li2016, title = Spatial references and perspective in natural language instructions for collaborative manipulation, authors = Shen Li and Rosario Scalise and Henny Admoni and Stephanie Rosenthal and Siddhartha S Srinivasa, year = 2016, booktitle = 2016 25th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), month = August, pages = 44--51, URL = http://ieeexplore.ieee.org/document/7745089/, }
@inproceedings{Li2016, title = Spatial References and Perspective in Natural Language Instructions for Collaborative Manipulation, authors = Shen Li and Henny Admoni and Stephanie Rosenthal and Siddhartha S Srinivasa, year = 2016, booktitle = IEEE International Symposium on Robot and Human Interactive Communication, URL = http://www.ece.rochester.edu/projects/rail/mlhrc2016/papers/mlhrc-rss16-li.pdf, }
@inproceedings{Ambati2016, title = Shift-Reduce CCG Parsing using Neural Network Models, authors = Bharat Ram Ambati and Tejaswini Deoskar and Mark Steedman, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 447--453, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1052.pdf, }
@inproceedings{Bisk2016, title = Evaluating Induced CCG Parsers on Grounded Semantic Parsing, authors = Yonatan Bisk and Siva Reddy and John Blitzer and Julia Hockenmaier and Mark Steedman, year = 2016, booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, month = 11, pages = 2022--2027, URL = https://aclweb.org/anthology/D16-1214, }
@article{Steedman2016, title = Implications of Binding for Lexicalized Grammars, authors = Mark Steedman, year = 2016, month = 01, pages = 1--21, }
@inproceedings{Gillick2016, title = Multilingual Language Processing From Bytes, authors = Dan Gillick and Cliff Brunk and Oriol Vinyals and Amarnag Subramanya, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 1296--1306, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1155.pdf, }
@inproceedings{Yih2016, title = The Value of Semantic Parse Labeling for Knowledge Base Question Answering, authors = Wen-tau Yih and Matthew Richardson and Chris Meek and Ming-Wei Chang and Jina Suh, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 08, pages = 201--206, URL = http://anthology.aclweb.org/P16-2033, }
@inproceedings{Zeng2016, title = {Leveraging Video Descriptions to Learn Video Question Answering}, authors = Kuo-Hao Zeng and Tseng-Hung Chen and Ching-Yao Chuang and Yuan-Hong Liao and Juan Carlos Niebles and Min Sun, year = 2016, booktitle = 7 pages, 5 figures. Accepted to AAAI 2017. Camera-ready version, month = 11, URL = https://arxiv.org/abs/1611.04021, }
@inbook{Mutlu2016, title = Cognitive Human--Robot Interaction, authors = Bilge Mutlu and Nicholas Roy and Selma {\v S}abanovi{\'c}, year = 2016, booktitle = Springer Handbook of Robotics, month = 01, number = Chapter 71, pages = 1907--1934, doi = 10.1007/978-3-319-32552-1_71, }
@article{Telgarsky2016, title = Benefits of depth in neural networks, authors = Matus Telgarsky, year = 2016, journal = ArXiv, month = 02, URL = http://arxiv.org/abs/1602.04485, }
@article{Kulkarni2016, title = Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation, authors = Tejas D Kulkarni and Karthik R Narasimhan and Ardavan Saeedi and Joshua B Tenenbaum, year = 2016, journal = ArXiv, month = 04, URL = http://arxiv.org/abs/1604.06057, }
@inproceedings{Srinivasa2016, title = A System for Multi-Step Mobile Manipulation: Architecture, Algorithms, and Experiments, authors = Siddhartha Srinivasa and Aaron M. Johnson and Gilwoo Lee and Michael Koval and Shushman Choudhury and Jennifer King and Christopher Dellin and Matthew Harding and David Butterworth and Prasanna Velagapudi and Allison Thackston, year = 2016, booktitle = 2016 International Symposium on Experimental Robotics, month = October, }
@inproceedings{Vondrick2016, title = Predicting Motivations of Actions by Leveraging Text, authors = Carl Vondrick and Deniz Oktay and Hamed Pirsiavash and Antonio Torralba, year = 2016, booktitle = 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), }
@article{Vondrick2016, title = Generating Videos with Scene Dynamics, authors = Carl Vondrick and Hamed Pirsiavash and Antonio Torralba, year = 2016, journal = ArXiv, month = 09, URL = https://arxiv.org/abs/1609.02612, }
@article{Bazzani2016, title = Recurrent Mixture Density Network for Spatiotemporal Visual Attention, authors = Loris Bazzani and Hugo Larochelle and Lorenzo Torresani, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.08199, }
@article{Xie2016, title = Brain Computation Is Organized via Power-of-Two-Based Permutation Logic, authors = Kun Xie and Grace E Fox and Jun Liu and Cheng Lyu and Jason C Lee and Hui Kuang and Stephanie Jacobs and Meng Li and Tianming Liu and Sen Song and Joe Z Tsien, year = 2016, journal = Frontiers in Systems Neuroscience, month = 11, pages = 173, volume = 10, doi = 10.3389/fnsys.2016.00095/full, }
@inproceedings{Jiang2016, title = Unsupervised Neural Dependency Parsing, authors = Yong Jiang and Wenjuan Han and Kewei Tu, year = 2016, booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, month = 01, pages = 763--771, URL = http://aclweb.org/anthology/D16-1073, }
@inproceedings{Berzak2016, title = Do You See What I Mean? Visual Resolution of Linguistic Ambiguities, authors = Yevgeni Berzak and Andrei Barbu and Daniel Harari and Boris Katz and Shimon Ullman, year = 2016, booktitle = Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, month = 03, URL = http://arxiv.org/abs/1603.08079, }
@inproceedings{Vendrov2016, title = Order-Embeddings of Images and Language, authors = Ivan Vendrov and Ryan Kiros and Sanja Fidler and Raquel Urtasun, year = 2016, booktitle = ICLR, URL = https://arxiv.org/abs/1511.06361, }
@article{Mostafazadeh2016, title = Generating Natural Questions About an Image, authors = Nasrin Mostafazadeh and Ishan Misra and Jacob Devlin and Larry Zitnick and Margaret Mitchell and Xiaodong He and Lucy Vanderwende, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.06059, }
@article{Dumoulin2016, title = A guide to convolution arithmetic for deep learning, authors = Vincent Dumoulin and Francesco Visin, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.07285, }
@inproceedings{Mei2016, title = What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment, authors = Hongyuan Mei and Mohit Bansal and Matthew R Walter, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 720--730, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1086.pdf, }
@inproceedings{Bajaj2016, title = {MS MARCO: A Human Generated MAchine Reading COmprehension Dataset}, authors = Payal Bajaj and Daniel Campos and Nick Craswell and Li Deng and Jianfeng Gao and Xiaodong Liu and Rangan Majumder and Andrew McNamara and Bhaskar Mitra and Tri Nguyen and Mir Rosenberg and Xia Song and Alina Stoica and Saurabh Tiwary and Tong Wang, year = 2016, booktitle = Proceedings of the 30th Conference on Neural Information Processing Systems (NIPS 2016), month = 11, URL = https://arxiv.org/abs/1611.09268, }
@article{Foerster2016, title = Learning to Communicate with Deep Multi-Agent Reinforcement Learning, authors = Jakob N Foerster and Yannis M Assael and Nando de Freitas and Shimon Whiteson, year = 2016, journal = ArXiv, month = 05, URL = https://arxiv.org/abs/1605.06676, }
@inproceedings{Beetz2016, title = Open Robotics Research Using Web-based Knowledge Services, authors = Michael Beetz and Daniel Be{\ss}ler and Jan Winkler and Jan-H. Worch and Ferenc Balint-Benczedi and Georg Bartels and Aude Billard and Asil K. Bozcuoglu and Zhou Fang and Nadia Figueroa and Andrei Haidu and Hagen Langer and Alexis Maldonado and Ana-Lucia Pais and Moritz. Tenorth and Thiemo Wiedemeyer, year = 2016, booktitle = International Conference on Robotics and Automation (ICRA), }
@inproceedings{Feichtenhofer2016, title = Spatiotemporal Residual Networks for Video Action Recognition, authors = Christoph Feichtenhofer and Axel Pinz and Richard Wildes, year = 2016, booktitle = Advances in Neural Information Processing Systems 29, pages = 3468--3476, URL = http://papers.nips.cc/paper/6433-spatiotemporal-residual-networks-for-video-action-recognition.pdf, }
@article{Larsen2016, title = Autoencoding beyond pixels using a learned similarity metric, authors = Anders Boesen Lindbo Larsen and S{\o}ren Kaae S{\o}nderby and Hugo Larochelle and Ole Winther, year = 2016, month = February, URL = https://arxiv.org/abs/1512.09300, }
@inproceedings{Bisk2016, title = Towards a Dataset for Human Computer Communication via Grounded Language Acquisition, authors = Yonatan Bisk and Daniel Marcu and William Wong, year = 2016, booktitle = Proceedings of the AAAI Workshop on Symbiotic Cognitive Systems, month = 02, pages = 1--4, URL = https://yonatanbisk.com/papers/2016-AAAI-Wksp.pdf, }
@article{Hu2016, title = Harnessing Deep Neural Networks with Logic Rules, authors = Zhiting Hu and Xuezhe Ma and Zhengzhong Liu and Eduard Hovy and Eric P Xing, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.06318, }
@inproceedings{Sachan2016, title = Easy Questions First? A Case Study on Curriculum Learning for Question Answering, authors = Mrinmaya Sachan and Eric P Xing, year = 2016, booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 08, pages = 453--463, URL = http://www.aclweb.org/anthology/P16-1043, }
@inproceedings{Xu2016, title = LSTM Shift-Reduce CCG Parsing, authors = Wenduan Xu, year = 2016, booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, month = 11, pages = 1754--1764, URL = https://aclweb.org/anthology/D16-1181, }
@inproceedings{s}i{\'c}2016, title = Counter-fitting Word Vectors to Linguistic Constraints, authors = Nikola Mrk{\v s}i{\'c} and Diarmuid {\'O}S{\'e}aghdha and Blaise Thomson and Milica Ga{\v s}ic and Lina M Rojas-Barahona and Pei-Hao Su and David Vandyke and Tsung-Hsien Wen and Steve Young, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 142--148, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1018.pdf, }
@article{Yu2016, title = SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient, authors = Lantao Yu and Weinan Zhang and Jun Wang and Yong Yu, year = 2016, journal = ArXiv, month = 09, URL = https://arxiv.org/abs/1609.05473, }
@article{Qiu2016, title = UnrealCV: Connecting Computer Vision to Unreal Engine, authors = Weichao Qiu and Alan L. Yuille, year = 2016, URL = http://arxiv.org/abs/1609.01326, }
@inproceedings{Lee2016, title = Global Neural CCG Parsing with Optimality Guarantees, authors = Kenton Lee and Mike Lewis and Luke S Zettlemoyer, year = 2016, booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, month = 11, pages = 2366--2376, URL = https://aclweb.org/anthology/D16-1262, }
@inproceedings{Lewis2016, title = LSTM CCG Parsing, authors = Mike Lewis and Kenton Lee and Luke S Zettlemoyer, year = 2016, booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, month = 06, pages = 221--231, URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1026.pdf, }
@article{Xu2016, title = Enhancing Freebase Question Answering Using Textual Evidence, authors = Kun Xu and Yansong Feng and Siva Reddy and Songfang Huang and Dongyan Zhao, year = 2016, journal = ArXiv, month = 03, URL = http://arxiv.org/abs/1603.00957, }
@article{Yu2016, title = The Neural Noisy Channel, authors = Lei Yu and Phil Blunsom and Chris Dyer and Edward Grefenstette and Tom{\'a}{\v s} Ko{\v c}isk{\'y}, year = 2016, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1611.02554, }
@article{Pinto2017, title = Asymmetric Actor Critic for Image-Based Robot Learning, authors = Lerrel Pinto and Marcin Andrychowicz and Peter Welinder and Wojciech Zaremba and Pieter Abbeel, year = 2017, month = October, URL = https://arxiv.org/abs/1710.06542, }
@article{Zhang2017, title = {Deep Imitation Learning for Complex Manipulation Tasks from Virtual Reality Teleoperation}, authors = Tianhao Zhang and Zoe McCarthy and Owen Jow and Dennis Lee and Xi Chen and Ken Goldberg and Pieter Abbeel, year = 2017, month = 10, URL = https://arxiv.org/abs/1710.04615, }
@inproceedings{Levin2017, title = End-to-end training of deep visuomotor policies, authors = Sergey Levin and Chelsea Finn and Trevor Darrell and Pieter Abbeel, year = 2017, booktitle = Journal of Machine Learning Research, }
@article{Mordatch2017, title = Emergence of Grounded Compositional Language in Multi-Agent Populations, authors = Igor Mordatch and Pieter Abbeel, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.04908, }
@article{Peng2017, title = Sim-to-Real Transfer of Robotic Control with Dynamics Randomization, authors = Xue Bin Peng and Marcin Andrychowicz and Wojciech Zaremba and Pieter Abbeel, year = 2017, month = October, URL = https://arxiv.org/abs/1710.06537, }
@article{Chrupa{\l}a2017, title = Representations of language in a model of visually grounded speech signal, authors = Grzegorz Chrupa{\l}a and Lieke Gelderloos and Afra Alishahi, year = 2017, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1702.01991, }
@inproceedings{Ye2017, title = What can I do around here? Deep functional scene understanding for cognitive robots, authors = Chengxi Ye and Yezhou Yang and Ren Mao and Cornelia Ferm{\"u}ller and Yiannis Aloimonos, year = 2017, booktitle = 2017 IEEE International Conference on Robotics and Automation (ICRA), }
@inproceedings{Misra2017, title = Mapping Instructions and Visual Observations to Actions with Reinforcement Learning, authors = Dipendra K Misra and John Langford and Yoav Artzi, year = 2017, booktitle = In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), month = 04, URL = https://arxiv.org/abs/1704.08795, }
@article{Wu2017, title = Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation, authors = Yuhuai Wu and Elman Mansimov and Shun Liao and Roger B. Grosse and Jimmy Ba, year = 2017, URL = http://arxiv.org/abs/1708.05144, }
@article{Tan2017, title = Source-Target Inference Models for Spatial Instruction Understanding, authors = Hao Tan and Mohit Bansal, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.03804, }
@inproceedings{Pasunuru2017, title = Reinforced Video Captioning with Entailment Rewards, authors = Ramakanth Pasunuru and Mohit Bansal, year = 2017, booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, month = September, pages = 990--996, URL = https://arxiv.org/abs/1708.02300, }
@article{Janner2017, title = Representation Learning for Grounded Spatial Reasoning, authors = Michael Janner and Karthik Narasimhan and Regina Barzilay, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.03938, }
@inproceedings{Das2017, title = {V}isual {D}ialog, authors = Abhishek Das and Satwik Kottur and Khushi Gupta and Avi Singh and Deshraj Yadav and Jos\'e M.F. Moura and Devi Parikh and Dhruv Batra, year = 2017, booktitle = Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), }
@article{Das2017, title = Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning, authors = Abhishek Das and Satwik Kottur and Jos{\'e}M F Moura and Stefan Lee and Dhruv Batra, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.06585, }
@inproceedings{Das2017, title = Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning, authors = Abhishek Das and Satwik Kottur and Jos\'e M.F. Moura and Stefan Lee and Dhruv Batra, year = 2017, booktitle = Proceedings of the IEEE International Conference on Computer Vision (ICCV), }
@article{Lu2017, title = Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model, authors = Jiasen Lu and Anitha Kannan and Jianwei Yang and Devi Parikh and Dhruv Batra, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.01554, }
@article{Kottur2017, title = Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog, authors = Satwik Kottur and Jos{\'e}M F Moura and Stefan Lee and Dhruv Batra, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.08502, }
@inproceedings{Nyga2017, title = {What No Robot Has Seen Before -- Probabilistic Interpretation of Natural-language Object Descriptions}, authors = Daniel Nyga and Mareike Picklum and Michael Beetz, year = 2017, booktitle = International Conference on Robotics and Automation (ICRA), }
@inproceedings{Chung2017, title = Hierarchical Multiscale Recurrent Neural Networks, authors = Junyoung Chung and Sungjin Ahn and Yoshua Bengio, year = 2017, booktitle = ICLR, month = March, URL = https://arxiv.org/abs/1609.01704, }
@article{Bengio2017, title = {The Consciousness Prior}, authors = Yoshua Bengio, year = 2017, journal = arXiv:1709.08568, month = 09, URL = https://arxiv.org/abs/1709.08568, }
@article{Shabanian2017, title = {Variational Bi-LSTMs}, authors = Samira Shabanian and Devansh Arpit and Adam Trischler and Yoshua Bengio, year = 2017, journal = ArXiv, month = nov, URL = https://arxiv.org/abs/1711.05717, }
@article{Kawaguchi2017, title = Generalization in Deep Learning, authors = Kenji Kawaguchi and Leslie P Kaelbling and Yoshua Bengio, year = 2017, }
@inproceedings{Shekhar2017, title = {FOIL} it! Find One mismatch between Image and Language caption, authors = Ravi Shekhar and Sandro Pezzelle and Yauhen Klimovich and Aur{\'e}lie Herbelot and Moin Nabi and Enver Sangineto and Raffaella Bernardi, year = 2017, booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = jul, pages = 255--265, doi = 10.18653/v1/P17-1024, URL = https://www.aclweb.org/anthology/P17-1024, }
@article{Pezzelle2017, title = Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision, authors = Sandro Pezzelle and Marco Marelli and Raffaella Bernardi, year = 2017, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1702.05270, }
@inproceedings{Shekhar2017, title = FOIL it! Find One mismatch between Image and Language caption, authors = Ravi Shekhar and Sandro Pezzelle and Yauhen Klimovich and Aur e lie Herbelot and Moin Nabi and Enver Sangineto and Raffaella Bernardi, year = 2017, booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 255--265, URL = http://aclweb.org/anthology/P17-1024, }
@article{Creswell2017, title = Generative Adversarial Networks: An Overview, authors = Antonia Creswell and Tom White and Vincent Dumoulin and Kai Arulkumaran and Biswa Sengupta and Anil A Bharath, year = 2017, journal = IEEE Signal Processing Magazine Special Issue on Deep Learning for Visual Understanding, URL = https://arxiv.org/abs/1710.07035, }
@inproceedings{Hara2017, title = {A Data-Driven Analysis of Workers' Earnings on Amazon Mechanical Turk}, authors = Kotaro Hara and Abi Adams and Kristy Milland and Saiph Savage and Chris Callison-Burch and Jeffrey Bigham, year = 2017, booktitle = 2018 ACM Conference on Human Factors in Computing Systems (CHI'18), month = 12, URL = https://arxiv.org/abs/1712.05796, }
@article{Nadejde2017, title = Syntax-aware Neural Machine Translation Using CCG, authors = Maria Nadejde and Siva Reddy and Rico Sennrich and Tomasz Dwojak and Marcin Junczys-Dowmunt and Philipp Koehn and Alexandra Birch, year = 2017, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1702.01147, }
@inproceedings{Belinkov2017, title = {Synthetic and Natural Noise Both Break Neural Machine Translation}, authors = Yonatan Belinkov and Yonatan Bisk, year = 2017, booktitle = ICLR 2018, month = 11, URL = https://arxiv.org/abs/1711.02173, }
@article{Mandt2017, title = Stochastic Gradient Descent as Approximate Bayesian Inference, authors = Stephan Mandt and Matthew D Hoffman and David M Blei, year = 2017, journal = ArXiv, month = 04, URL = https://arxiv.org/abs/1704.04289, }
@article{Tran2017, title = Deep Probabilistic Programming, authors = Dustin Tran and Matthew D Hoffman and Rif A Saurous and Eugene Brevdo and Kevin Murphy and David M Blei, year = 2017, journal = ArXiv, month = 01, URL = https://arxiv.org/abs/1701.03757, }
@article{Pritzel2017, title = {Neural Episodic Control}, authors = Alexander Pritzel and Benigno Uria and Sriram Srinivasan and Adri{\`a} Puigdom{\`e}nech and Oriol Vinyals and Demis Hassabis and Daan Wierstra and Charles Blundell, year = 2017, month = 03, URL = https://arxiv.org/abs/1703.01988, }
@article{Melis2017, title = On the State of the Art of Evaluation in Neural Language Models, authors = G{\'a}bor Melis and Chris Dyer and Phil Blunsom, year = 2017, month = July, URL = https://arxiv.org/abs/1707.05589, }
@article{Ling2017, title = Program Induction by Rationale Generation:Learning to Solve and Explain Algebraic Word Problems, authors = Wang Ling and Dani Yogatama and Chris Dyer and Phil Blunsom, year = 2017, journal = ArXiv, month = 05, URL = https://arxiv.org/abs/1705.04146, }
@article{Hermann2017, title = {Grounded Language Learning in a Simulated 3D World}, authors = Karl Moritz Hermann and Felix Hill and Simon Green and Fumin Wang and Ryan Faulkner and Hubert Soyer and David Szepesvari and Wojciech Marian Czarnecki and Max Jaderberg and Denis Teplyashin and Marcus Wainwright and Chris Apps and Demis Hassabis and Phil Blunsom, year = 2017, month = jun, }
@inproceedings{Conneau2017, title = Supervised Learning of Universal Sentence Representations from Natural Language Inference Data, authors = Alexis Conneau and Douwe Kiela and Holger Schwenk and Lo\\"{i}c Barrault and Antoine Bordes, year = 2017, booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, month = September, pages = 681--691, URL = https://www.aclweb.org/anthology/D17-1071, }
@article{Gong2017, title = Ruminating Reader: Reasoning with Gated Multi-Hop Attention, authors = Yichen Gong and Samuel R Bowman, year = 2017, journal = ArXiv, month = 04, URL = https://arxiv.org/abs/1704.07415, }
@article{Williams2017, title = Learning to parse from a semantic objective: It works. Is it syntax?, authors = Adina Williams and Andrew Drozdov and Samuel R Bowman, year = 2017, journal = ArXiv, month = 09, URL = https://arxiv.org/abs/1709.01121, }
@article{Williams2017, title = A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference, authors = Adina Williams and Nikita Nangia and Samuel R Bowman, year = 2017, }
@inproceedings{She2017, title = Interactive Learning of Grounded Verb Semantics towards Human-Robot Communication, authors = Lanbo She and Joyce Chai, year = 2017, booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 1634--1644, URL = http://aclweb.org/anthology/P17-1150, }
@article{Lin2017, title = Effect of Touch Screen Tablet Use on Fine Motor Development of Young Children, authors = Ling-Yi Lin and Rong-Ju Cherng and Yung-Jung Chen, year = 2017, journal = Physical \& Occupational Therapy In Pediatrics, number = 5, pages = 457-467, volume = 37, doi = 10.1080/01942638.2016.1255290, }
@article{Evtimova2017, title = {Emergent Communication in a Multi-Modal, Multi-Step Referential Game}, authors = Katrina Evtimova and Andrew Drozdov and Douwe Kiela and Kyunghyun Cho, year = 2017, month = 05, URL = https://arxiv.org/abs/1705.10369, }
@article{Eriguchi2017, title = Learning to Parse and Translate Improves Neural Machine Translation, authors = Akiko Eriguchi and Yoshimasa Tsuruoka and Kyunghyun Cho, year = 2017, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1702.03525, }
@inproceedings{Forbes2017, title = Verb Physics: Relative Physical Knowledge of Actions and Objects, authors = Maxwell Forbes and Yejin Choi, year = 2017, booktitle = Association for Computational Linguistics (ACL), }
@article{Hill2017, title = Understanding Grounded Language Learning Agents, authors = Felix Hill and Karl Moritz Hermann and Phil Blunsom and Stephen Clark, year = 2017, month = October, }
@article{Yang2017, title = Breaking the Softmax Bottleneck: A High-Rank RNN Language Model, authors = Zhilin Yang and Zihang Dai and Ruslan Salakhutdinov and William W. Cohen, year = 2017, month = November, URL = https://arxiv.org/abs/1711.03953, }
@article{Kuhnle2017, title = {Deep learning evaluation using deep linguistic processing}, authors = Alexander Kuhnle and Ann Copestake, year = 2017, month = 06, URL = https://arxiv.org/abs/1706.01322, }
@article{Zhou2017, title = ProcNets: Learning to Segment Procedures in Untrimmed and Unconstrained Videos, authors = Luowei Zhou and Chenliang Xu and Jason J Corso, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.09788, }
@inproceedings{Zhou2017, title = Towards Automatic Learning of Procedures from Web Instructional Videos, authors = Luowei Zhou and Chenliang Xu and Jason J Corso, year = 2017, booktitle = AAAI 2018, }
@article{Brodeur2017, title = HoME: a Household Multimodal Environment, authors = Simon Brodeur and Ethan Perez and Ankesh Anand and Florian Golemo and Luca Celotti and Florian Strub and Jean Rouat and Hugo Larochelle and Aaron Courville, year = 2017, journal = NIPS 2017's Visually-Grounded Interaction and Language Workshop, URL = https://arxiv.org/abs/1711.11017v1, }
@inproceedings{Vries2017, title = GuessWhat?! Visual object discovery through multi-modal dialogue, authors = Harm de Vries and Florian Strub and Sarath Chandar and Olivier Pietquin and Hugo Larochelle and Aaron C. Courville, year = 2017, booktitle = Conference on Computer Vision and Pattern Recognition (CVPR), }
@inproceedings{Perez2017, title = Learning Visual Reasoning Without Strong Priors, authors = Ethan Perez and Harm de Vries and Florian Strub and Vincent Dumoulin and Aaron Courville, year = 2017, booktitle = ICML 2017's Machine Learning in Speech and Language Processing Workshop, URL = https://arxiv.org/abs/1707.03017, }
@article{Gulrajani2017, title = Improved Training of Wasserstein GANs, authors = Ishaan Gulrajani and Faruk Ahmed and Martin Arjovsky and Vincent Dumoulin and Aaron Courville, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1704.00028, }
@article{Vries2017, title = Modulating early visual processing by language, authors = Harm de Vries and Florian Strub and Jeremie Mary and Hugo Larochelle and Olivier Pietquin and Aaron Courville, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.00683, }
@article{Gopnik2017, title = Changes in cognitive flexibility and hypothesis search across human life history from childhood to adolescence to adulthood, authors = Alison Gopnik and Shaun O{\textquoteright}Grady and Christopher G. Lucas and Thomas L. Griffiths and Adrienne Wente and Sophie Bridgers and Rosie Aboody and Hoki Fung and Ronald E. Dahl, year = 2017, journal = Proceedings of the National Academy of Sciences, number = 30, pages = 7892--7899, volume = 114, doi = 10.1073/pnas.1700811114, URL = https://www.pnas.org/content/114/30/7892, }
@article{Tzeng2017, title = Adversarial Discriminative Domain Adaptation, authors = Eric Tzeng and Judy Hoffman and Kate Saenko and Trevor Darrell, year = 2017, URL = http://arxiv.org/abs/1702.05464, }
@article{Ebrahimi2017, title = {HotFlip: White-Box Adversarial Examples for NLP}, authors = Javid Ebrahimi and Anyi Rao and Daniel Lowd and Dejing Dou, year = 2017, month = 12, URL = https://arxiv.org/abs/1712.06751, }
@article{Huang2017, title = Enabling Robots to Communicate their Objectives, authors = Sandy H Huang and David Held and Pieter Abbeel and Anca D Dragan, year = 2017, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1702.03465, }
@article{Irvine2017, title = Harmonic Grammar, Optimality Theory, and Syntax Learnability: An Empirical Exploration of Czech Word Order, authors = Ann Irvine and Mark Dredze, year = 2017, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1702.05793, }
@inproceedings{Gui2017, title = A Question Answering Approach for Emotion Cause Extraction, authors = Lin Gui and Jiannan Hu and Yulan He and Ruifeng Xu and Lu Qin and Jiachen Du, year = 2017, booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, month = September, pages = 1594--1603, URL = https://www.aclweb.org/anthology/D17-1167, }
@inproceedings{Sakaguchi2017, title = Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network, authors = Keisuke Sakaguchi and Kevin Duh and Matt Post and Benjamin Van Durme, year = 2017, booktitle = Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), URL = https://aaai.org/ocs/index.php/AAAI/AAAI17/paper/view/14332, }
@article{Grathwohl2017, title = Backpropagation through the Void: Optimizing control variates for black-box gradient estimation, authors = Will Grathwohl and Dami Choi and Yuhuai Wu and Geoff Roeder and David Duvenaud, year = 2017, URL = https://arxiv.org/abs/1711.00123, }
@article{Weissenborn2017, title = {Dynamic Integration of Background Knowledge in Neural NLU Systems}, authors = Dirk Weissenborn and Tom{\'a}{\v s} Ko{\v c}isk{\'y} and Chris Dyer, year = 2017, month = 06, URL = https://arxiv.org/abs/1706.02596v2, }
@article{Wu2017, title = Towards Understanding Generalization of Deep Learning: Perspective of Loss Landscapes, authors = Lei Wu and Zhanxing Zhu and Weinan E, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.10239, }
@article{Wang2017, title = Fine-Grained Prediction of Syntactic Typology: Discovering Latent Structure with Supervised Learning, authors = Dingquan Wang and Jason Eisner, year = 2017, journal = Transactions of the Association of Computational Linguistics (TACL), pages = 147--161, volume = 5, }
@inproceedings{Stewart2017, title = Supervising Neural Networks with Physics and other Domain Knowledge, authors = Russell Stewart and Stefano Ermon, year = 2017, booktitle = In Proceedings of the 31st AAAI Conference on Artificial Intelligence, month = 02, URL = http://www.aaai.org/Conferences/AAAI/2017/PreliminaryPapers/12-Stewart-14967.pdf, }
@article{Ferrer-i-Cancho2017, title = Are crossing dependencies really scarce?, authors = Ramon Ferrer-i-Cancho and Carlos G{\'o}mez-Rodr{\'\\i}guez and J L Esteban, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.08324, }
@article{Kolve2017, title = {AI2-THOR: An Interactive 3D Environment for Visual AI}, authors = Eric Kolve and Roozbeh Mottaghi and Winson Han and Eli VanderBilt and Luca Weihs and Alvaro Herrasti and Daniel Gordon and Yuke Zhu and Abhinav Gupta and Ali Farhadi, year = 2017, journal = arXiv, }
@article{Zhu2017, title = Visual Semantic Planning using Deep Successor Representations, authors = Yuke Zhu and Daniel Gordon and Eric Kolve and Dieter Fox and Li Fei{-}Fei and Abhinav Gupta and Roozbeh Mottaghi and Ali Farhadi, year = 2017, journal = ICCV, URL = http://arxiv.org/abs/1705.08080, }
@inproceedings{Zhu2017, title = Target-driven visual navigation in indoor scenes using deep reinforcement learning, authors = Yuke Zhu and Roozbeh Mottaghi and Eric Kolve and Joseph J. Lim and Abhinav Gupta and Li Fei-Fei and Ali Farhadi, year = 2017, booktitle = ICRA, }
@inproceedings{Noroozi2017, title = Representation Learning by Learning to Count, authors = Medhi Noroozi and Hamed Pirsiavash and Paolo Favaro, year = 2017, booktitle = ICCV, }
@article{Chuang2017, title = Learning to Act Properly: Predicting and Explaining Affordances from Images, authors = Ching-Yao Chuang and Jiaman Li and Antonio Torralba and Sanja Fidler, year = 2017, URL = https://arxiv.org/abs/1712.07576v1, }
@article{Schmidt2017, title = Self-Supervised Visual Descriptor Learning for Dense Correspondence, authors = Tanner Schmidt and Richard Newcombe and Dieter Fox, year = 2017, journal = IEEE Robotics and Automation Letters, month = April, number = 2, pages = 420--427, volume = 2, URL = http://ieeexplore.ieee.org/document/7762851/, }
@article{Xiang2017, title = {PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes}, authors = Yu Xiang and Tanner Schmidt and Venkatraman Narayanan and Dieter Fox, year = 2017, month = nov, URL = https://arxiv.org/abs/1711.00199, }
@inproceedings{Xiang2017, title = DA-RNN: Semantic Mapping with Data Associated Recurrent Neural Networks, authors = Yu Xiang and Dieter Fox, year = 2017, booktitle = Robotics: Science and Systems (RSS), month = 01, URL = http://rse-lab.cs.washington.edu/papers/darnn_rss17.pdf, }
@article{Denil2017, title = Programmable Agents, authors = Misha Denil and Sergio G{\'o}mez Colmenarejo and Serkan Cabi and David Saxton and Nando de Freitas, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.06383, }
@article{Kendall2017, title = What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?, authors = Alex Kendall and Yarin Gal, year = 2017, volume = abs/1703.04977, URL = http://arxiv.org/abs/1703.04977, }
@article{Pennington2017, title = {Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice}, authors = Jeffrey Pennington and Samuel S. Schoenholz and Surya Ganguli, year = 2017, month = nov, URL = https://arxiv.org/abs/1711.04735, }
@article{Heigold2017, title = {How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse?}, authors = Georg Heigold and G{\"u}nter Neumann and Josef van Genabith, year = 2017, month = 04, URL = https://arxiv.org/abs/1704.04441, }
@article{Stone2017, title = Teaching Compositionality to CNNs, authors = Austin Stone and Huayan Wang and Michael Stark and Yi Liu and D Scott Phoenix and Dileep George, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.04313, }
@article{Johnson2017, title = Inferring and Executing Programs for Visual Reasoning, authors = Justin Johnson and Bharath Hariharan and Laurens van der Maaten and Judy Hoffman and Li Fei-Fei and C Lawrence Zitnick and Ross Girshick, year = 2017, journal = ArXiv, month = 05, URL = https://arxiv.org/abs/1705.03633, }
@inproceedings{He2017, title = {Mask R-CNN}, authors = Kaiming He and Georgia Gkioxari and Piotr Doll{\'a}r and Ross Girshick, year = 2017, booktitle = ICCV, month = 03, URL = https://arxiv.org/abs/1703.06870, }
@article{Levecque2017, title = Work organization and mental health problems in PhD students, authors = Katia Levecque and Frederik Anseel and Alain De Beuckelaer and Johan Van der Heyden and Lydia Gisle, year = 2017, journal = Research Policy, month = 05, number = 4, pages = 868--879, volume = 46, URL = http://linkinghub.elsevier.com/retrieve/pii/S0048733317300422, }
@article{Belinkov2017, title = What do Neural Machine Translation Models Learn about Morphology?, authors = Yonatan Belinkov and Nadir Durrani and Fahim Dalvi and Hassan Sajjad and James Glass, year = 2017, journal = ArXiv, month = 04, URL = https://arxiv.org/abs/1704.03471, }
@article{Goldberg2017, title = Neural Network Methods for Natural Language Processing, authors = Yoav Goldberg, year = 2017, journal = Synthesis Lectures on Human Language Technologies, month = 04, number = 1, pages = 1--309, volume = 10, doi = 10.2200/S00762ED1V01Y201703HLT037, }
@article{Li2017, title = {Visualizing the Loss Landscape of Neural Nets}, authors = Hao Li and Zheng Xu and Gavin Taylor and Christoph Studer and Tom Goldstein, year = 2017, month = 12, URL = https://arxiv.org/abs/1712.09913, }
@article{Han2017, title = Human Action Forecasting by Learning Task Grammars, authors = Tengda Han and Jue Wang and Anoop Cherian and Stephen Gould, year = 2017, month = September, }
@article{c}isk{\'y}2017, title = The NarrativeQA Reading Comprehension Challenge, authors = Tom{\'a}{\v s} Ko{\v c}isk{\'y} and Jonathan Schwarz and Phil Blunsom and Chris Dyer and Karl Moritz Hermann and G{\'a}bor Melis and Edward Grefenstette, year = 2017, URL = https://arxiv.org/abs/1712.07040, }
@article{Grant2017, title = How Can Memory-Augmented Neural Networks Pass a False-Belief Task?, authors = Erin Grant and Aida Nematzadeh and Thomas L Griffiths, year = 2017, journal = CogSci, URL = http://www.cs.toronto.edu/~aida/papers/grant_etal_17_cogsci.pdf, }
@article{Sun2017, title = Revisiting Unreasonable Effectiveness of Data in Deep Learning Era, authors = Chen Sun and Abhinav Shrivastava and Saurabh Singh and Abhinav Gupta, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.02968, }
@inproceedings{Speer2017, title = ConceptNet 5.5: An Open Multilingual Graph of General Knowledge, authors = Robyn Speer and Joshua Chin and Catherine Havasi, year = 2017, booktitle = proceedings of AAAI, URL = https://arxiv.org/abs/1612.03975, }
@inproceedings{Wang2017, title = {Non-local Neural Networks}, authors = Xiaolong Wang and Ross Girshick and Abhinav Gupta and Kaiming He, year = 2017, booktitle = CVPR 2018, code is available at: https://github.com/facebookresearch/video-nonlocal-net, month = 11, URL = https://arxiv.org/abs/1711.07971, }
@article{Tomkins2017, title = Reviewer bias in single- versus double-blind peer review, authors = Andrew Tomkins and Min Zhang and William D. Heavlin, year = 2017, journal = Proceedings of the National Academy of Sciences, doi = 10.1073/pnas.1707323114, URL = http://www.pnas.org/content/early/2017/11/13/1707323114.abstract, }
@inproceedings{Lin2017, title = Understanding "Death by GPS": A Systematic Study of Catastrophic Incidents Associated with Personal Navigation Technologies, authors = Allen Yilun Lin and Kate Kuehl and Johannes Sch\\"{o}ning and Brent Hecht, year = 2017, booktitle = Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, pages = 1154--1166, doi = 10.1145/3025453.3025737, }
@inproceedings{Teney2017, title = Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge, authors = Damien Teney and Peter Anderson and Xiaodong He and Anton van den Hengel, year = 2017, booktitle = 2017 Visual Question Answering (VQA) Challenge at CVPR, }
@article{Sabour2017, title = Dynamic Routing Between Capsules, authors = Sara Sabour and Nicholas Frosst and Geoffrey Hinton, year = 2017, URL = https://arxiv.org/abs/1710.09829, }
@article{Klambauer2017, title = Self-Normalizing Neural Networks, authors = G{\"u}nter Klambauer and Thomas Unterthiner and Andreas Mayr and Sepp Hochreiter, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.02515, }
@inproceedings{Lai2017, title = Natural Language Inference from Multiple Premises, authors = Alice Lai and Yonatan Bisk and Julia Hockenmaier, year = 2017, booktitle = Proceedings of the Eighth International Joint Conference on Natural Language Processing, URL = https://arxiv.org/abs/1710.02925, }
@article{Phillips2017, title = Assessing the Linguistic Productivity of Unsupervised Deep Neural Networks, authors = Lawrence Phillips and Nathan Hodas, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.01839, }
@inproceedings{Fast2017, title = Long-Term Trends in the Public Perception of Artificial Intelligence, authors = Ethan Fast and Eric Horvitz, year = 2017, booktitle = Proceedings of the Association for the Advancement of Artificial Intelligence, }
@article{Xie2017, title = Large-scale Cloze Test Dataset Designed by Teachers, authors = Qizhe Xie and Guokun Lai and Zihang Dai and Eduard Hovy, year = 2017, URL = https://arxiv.org/abs/1711.03225, }
@article{Shridhar2017, title = Grounding Spatio-Semantic Referring Expressions for Human-Robot Interaction, authors = Mohit Shridhar and David Hsu, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.05720, }
@article{Xu2017, title = Deep GrabCut for Object Selection, authors = Ning Xu and Brian Price and Scott Cohen and Jimei Yang and Thomas Huang, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.00243, }
@article{Ioffe2017, title = Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models, authors = Sergey Ioffe, year = 2017, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1702.03275, }
@article{Alvarez-Melis2017, title = A causal framework for explaining the predictions of black-box sequence-to-sequence models, authors = David Alvarez-Melis and Tommi S Jaakkola, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.01943, }
@article{Lawson2017, title = Learning Hard Alignments with Variational Inference, authors = Dieterich Lawson and George Tucker and Chung-Cheng Chiu and Colin Raffel and Kevin Swersky and Navdeep Jaitly, year = 2017, journal = ArXiv, month = 05, URL = https://arxiv.org/abs/1705.05524, }
@article{Amato2017, title = Policy search for multi-robot coordination under uncertainty, authors = Christopher Amato and George Konidaris and Ariel Anders and Gabriel Cruz and Jonathan P How and Leslie P Kaelbling, year = 2017, journal = The International Journal of Robotics Research, month = 01, number = 14, pages = 1760--1778, volume = 35, doi = 10.1177/0278364916679611, }
@inproceedings{Manikonda2017, title = {Tweeting AI: Perceptions of Lay vs Expert Twitterati}, authors = Lydia Manikonda and Subbarao Kambhampati, year = 2017, booktitle = arXiv admin note: substantial text overlap with arXiv:1704.08389, month = 09, URL = https://arxiv.org/abs/1709.09534, }
@article{Vezhnevets2017, title = {FeUdal Networks for Hierarchical Reinforcement Learning}, authors = Alexander Sasha Vezhnevets and Simon Osindero and Tom Schaul and Nicolas Heess and Max Jaderberg and David Silver and Koray Kavukcuoglu, year = 2017, month = 03, URL = https://arxiv.org/abs/1703.01161, }
@article{Czarnecki2017, title = Understanding Synthetic Gradients and Decoupled Neural Interfaces, authors = Wojciech Marian Czarnecki and Grzegorz {\'S}wirszcz and Max Jaderberg and Simon Osindero and Oriol Vinyals and Koray Kavukcuoglu, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.00522, }
@inproceedings{Gella2017, title = An Analysis of Action Recognition Datasets for Language and Vision Tasks, authors = Spandana Gella and Frank Keller, year = 2017, booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics: Short Papers, month = 08, pages = 182--192, URL = http://homepages.inf.ed.ac.uk/keller/publications/acl17.pdf, }
@inproceedings{Nickel2017, title = Poincar\\'{e} Embeddings for Learning Hierarchical Representations, authors = Maximilian Nickel and Douwe Kiela, year = 2017, booktitle = Advances in Neural Information Processing Systems 30, pages = 6341--6350, URL = http://papers.nips.cc/paper/7213-poincare-embeddings-for-learning-hierarchical-representations.pdf, }
@inproceedings{Na2017, title = A Read-Write Memory Network for Movie Story Understanding, authors = Seil Na and Sangho Lee and Gunhee Kim, year = 2017, booktitle = Proceedings of the International Conference on Computer Vision, }
@inproceedings{Salimans2017, title = PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications, authors = Tim Salimans and Andrej Karpathy and Xi Chen and Diederik P. Kingma, year = 2017, booktitle = ICLR, URL = https://openreview.net/forum?id, }
@phdthesis{Kingma2017, title = Variational Inference \\& Deep Learning: A New Synthesis, authors = Diederik P Kingma, year = 2017, school = Universiteit van Amsterdam, }
@inproceedings{Cotterell2017, title = Neural Graphical Models over Strings for Principal Parts Morphological Paradigm Completion, authors = Ryan Cotterell and John Sylak-Glassman and Christo Kirov, year = 2017, booktitle = EACL 2017, month = 01, URL = https://ryancotterell.github.io/papers/cotterell+ala.eacl17.pdf, }
@inproceedings{Kitaev2017, title = Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space, authors = Nikita Kitaev and Dan Klein, year = 2017, booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, month = 09, pages = 157--166, URL = https://www.aclweb.org/anthology/D17-1015, }
@article{Fried2017, title = {Unified Pragmatic Models for Generating and Following Instructions}, authors = Daniel Fried and Jacob Andreas and Dan Klein, year = 2017, month = nov, URL = https://arxiv.org/abs/1711.04987v2, }
@article{Rabinovich2017, title = Abstract Syntax Networks for Code Generation and Semantic Parsing, authors = Maxim Rabinovich and Mitchell Stern and Dan Klein, year = 2017, journal = ArXiv, month = 04, URL = https://arxiv.org/abs/1704.07535, }
@article{Andreas2017, title = Analogs of Linguistic Structure in Deep Representations, authors = Jacob Andreas and Dan Klein, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.08139, }
@inproceedings{Andreas2017, title = Translating Neuralese, authors = Jacob Andreas and Anca Dragan and Dan Klein, year = 2017, booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 232--242, URL = http://aclweb.org/anthology/P17-1022, }
@inproceedings{Koehn2017, title = {Six Challenges for Neural Machine Translation}, authors = Philipp Koehn and Rebecca Knowles, year = 2017, booktitle = 12 pages; First Workshop on Neural Machine Translation, 2017, month = 06, URL = https://arxiv.org/abs/1706.03872, }
@inproceedings{Devlin2017, title = {R}obust{F}ill: Neural Program Learning under Noisy {I}/{O}, authors = Jacob Devlin and Jonathan Uesato and Surya Bhupatiraju and Rishabh Singh and Abdel-rahman Mohamed and Pushmeet Kohli, year = 2017, booktitle = Proceedings of the 34th International Conference on Machine Learning, month = 06--11 Aug, pages = 990--998, volume = 70, URL = http://proceedings.mlr.press/v70/devlin17a.html, }
@article{Oh2017, title = Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning, authors = Junhyuk Oh and Satinder Singh and Honglak Lee and Pushmeet Kohli, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.05064, }
@inproceedings{Martins2017, title = Learning What's Easy: Fully Differentiable Neural Easy-First Taggers, authors = Andr\\'{e} F. T. Martins and Julia Kreutzer, year = 2017, booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, month = September, pages = 349--362, URL = https://www.aclweb.org/anthology/D17-1036, }
@article{Leblond2017, title = SEARNN: Training RNNs with Global-Local Losses, authors = R{\'e}mi Leblond and Jean-Baptiste Alayrac and Anton Osokin and Simon Lacoste-Julien, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.04499, }
@article{Cheng2017, title = Learning Structured Natural Language Representations for Semantic Parsing, authors = Jianpeng Cheng and Siva Reddy and Vijay Saraswat and Mirella Lapata, year = 2017, journal = ArXiv, month = 04, URL = https://arxiv.org/abs/1704.08387, }
@article{Reddy2017, title = Universal Semantic Parsing, authors = Siva Reddy and Oscar T{\"a}ckstr{\"o}m and Slav Petrov and Mark Steedman and Mirella Lapata, year = 2017, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1702.03196, }
@article{Liu2017, title = Learning Structured Text Representations, authors = Yang Liu and Mirella Lapata, year = 2017, journal = Transactions of the Association for Computational Linguistics, }
@article{Ramachandran2017, title = Swish: a Self-Gated Activation Function, authors = Prajit Ramachandran and Barret Zoph and Quoc V. Le, year = 2017, }
@article{Higgins2017, title = SCAN: Learning Abstract Hierarchical Compositional Visual Concepts, authors = Irina Higgins and Nicolas Sonnerat and Loic Matthey and Arka Pal and Christopher P Burgess and Matthew Botvinick and Demis Hassabis and Alexander Lerchner, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.03389, }
@inproceedings{Paszke2017, title = Automatic differentiation in PyTorch, authors = Adam Paszke and Sam Gross and Soumith Chintala and Gregory Chanan and Edward Yang and Zachary DeVito and Zeming Lin and Alban Desmaison and Luca Antiga and Adam Lerer, year = 2017, booktitle = NIPS-W, URL = https://openreview.net/forum?id, }
@inproceedings{Finn2017, title = Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks, authors = Chelsea Finn and Pieter Abbeel and Sergey Levine, year = 2017, booktitle = ICML, URL = https://arxiv.org/abs/1703.03400, }
@article{Andreas2017, title = Learning with Latent Language, authors = Jacob Andreas and Dan Klein and Sergey Levine, year = 2017, journal = ArXiv, month = 11, URL = https://arxiv.org/abs/1711.00482, }
@article{Liu2017, title = Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation, authors = YuXuan Liu and Abhishek Gupta and Pieter Abbeel and Sergey Levine, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.03374, }
@inproceedings{Yarats2017, title = {Hierarchical Text Generation and Planning for Strategic Dialogue}, authors = Denis Yarats and Mike Lewis, year = 2017, booktitle = ICML, URL = https://arxiv.org/abs/1712.05846, }
@article{Li2017, title = Paraphrase Generation with Deep Reinforcement Learning, authors = Zichao Li and Xin Jiang and Lifeng Shang and Hang Li, year = 2017, month = November, }
@article{Gu2017, title = Trainable Greedy Decoding for Neural Machine Translation, authors = Jiantao Gu and Kyunghyun Cho and Victor O.K. Li, year = 2017, }
@inproceedings{Guu2017, title = From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood, authors = Kelvin Guu and Panupong Pasupat and Evan Liu and Percy Liang, year = 2017, booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 1051--1062, URL = http://aclweb.org/anthology/P17-1097, }
@article{Guu2017, title = Generating Sentences by Editing Prototypes, authors = Kelvin Guu and Tatsunori B. Hashimoto and Yonatan Oren and Percy Liang, year = 2017, month = September, URL = https://arxiv.org/abs/1709.08878, }
@article{Jia2017, title = Adversarial Examples for Evaluating Reading Comprehension Systems, authors = Robin Jia and Percy Liang, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.07328, }
@article{Santoro2017, title = A simple neural network module for relational reasoning, authors = Adam Santoro and David Raposo and David G T Barrett and Mateusz Malinowski and Razvan Pascanu and Peter Battaglia and Timothy Lillicrap, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.01427, }
@article{Zhang2017, title = mixup: Beyond Empirical Risk Minimization, authors = Hongyi Zhang and Moustapha Cisse and Yann N Dauphin and David Lopez-Paz, year = 2017, URL = https://arxiv.org/abs/1710.09412, }
@article{Vania2017, title = From Characters to Words to in Between: Do We Capture Morphology?, authors = Clara Vania and Adam Lopez, year = 2017, journal = ArXiv, month = 04, URL = https://arxiv.org/abs/1704.08352, }
@inproceedings{Kim2017, title = Learning to guide task and motion planning using score-space representation, authors = Beomjoon Kim and Leslie Pack Kaelbling and Tomas Lozano-Perez, year = 2017, booktitle = ICRA, URL = http://lis.csail.mit.edu/pubs/kim-icra17.pdf, }
@article{Misra2017, title = Learning by Asking Questions, authors = Ishan Misra and Ross Girshick and Rob Fergus and Martial Hebert and Abhinav Gupta and Laurens van der Maaten, year = 2017, month = December, URL = https://arxiv.org/abs/1712.01238v1, }
@article{Gu2017, title = {AVA:} {A} Video Dataset of Spatio-temporally Localized Atomic Visual Actions, authors = Chunhui Gu and Chen Sun and Sudheendra Vijayanarasimhan and Caroline Pantofaru and David A. Ross and George Toderici and Yeqing Li and Susanna Ricco and Rahul Sukthankar and Cordelia Schmid and Jitendra Malik, year = 2017, URL = http://arxiv.org/abs/1705.08421, }
@article{Zhang2017, title = {Advances in Variational Inference}, authors = Cheng Zhang and Judith Butepage and Hedvig Kjellstrom and Stephan Mandt, year = 2017, month = nov, URL = https://arxiv.org/abs/1711.05597, }
@inproceedings{Pi\\v{s}l2017, title = Communication with Robots using Multilayer Recurrent Networks, authors = Bed\\v{r}ich Pi\\v{s}l and David Mare\\v{c}ek, year = 2017, booktitle = Proceedings of the First Workshop on Language Grounding for Robotics, month = August, pages = 44--48, URL = http://www.aclweb.org/anthology/W17-2806, }
@inproceedings{Yoshikawa2017, title = A* CCG Parsing with a Supertag and Dependency Factored Model, authors = Masashi Yoshikawa and Hiroshi Noji and Yuji Matsumoto, year = 2017, booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 277--287, URL = http://aclweb.org/anthology/P17-1026, }
@article{Bansal2017, title = RelNet: End-to-end Modeling of Entities \\& Relations, authors = Trapit Bansal and Arvind Neelakantan and Andrew McCallum, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.07179, }
@article{Tramer2017, title = Ensemble Adversarial Training: Attacks and Defenses, authors = Florian Tramer and Alexey Kurakin and Nicolas Papernot and Dan Boneh and Patrick McDaniel, year = 2017, }
@article{Henderson2017, title = Deep Reinforcement Learning that Matters, authors = Peter Henderson and Riashat Islam and Philip Bachman and Joelle Pineau and Doina Precup and David Meger, year = 2017, month = September, }
@article{Samanta2017, title = {Towards Crafting Text Adversarial Samples}, authors = Suranjana Samanta and Sameep Mehta, year = 2017, month = 07, URL = https://arxiv.org/abs/1707.02812, }
@article{Baroni2017, title = CommAI: Evaluating the first steps towards a useful general AI, authors = Marco Baroni and Armand Joulin and Allan Jabri and Germ{\`a}n Kruszewski and Angeliki Lazaridou and Klemen Simonic and Tomas Mikolov, year = 2017, journal = ArXiv, month = 01, URL = https://arxiv.org/abs/1701.08954, }
@article{Collell2017, title = {Acquiring Common Sense Spatial Knowledge through Implicit Spatial Templates}, authors = Guillem Collell and Luc Van Gool and Marie-Francine Moens, year = 2017, month = nov, URL = https://arxiv.org/abs/1711.06821v1, }
@inproceedings{Thomason2017, title = Opportunistic Active Learning for Grounding Natural Language Descriptions, authors = Jesse Thomason and Aishwarya Padmakumar and Jivko Sinapov and Justin Hart and Peter Stone and Raymond J Mooney, year = 2017, booktitle = 1st Conference on Robot Learning (CoRL 2017), month = November, URL = http://proceedings.mlr.press/v78/thomason17a/thomason17a.pdf, }
@article{Bellemare2017, title = A Distributional Perspective on Reinforcement Learning, authors = Marc G Bellemare and Will Dabney and R{\'e}mi Munos, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.06887, }
@inproceedings{Papamakarios2017, title = Masked Autoregressive Flow for Density Estimation, authors = George Papamakarios and Theo Pavlakou and Iain Murray, year = 2017, booktitle = Advances in Neural Information Processing Systems 30, pages = 2335--2344, URL = http://papers.nips.cc/paper/6828-masked-autoregressive-flow-for-density-estimation, }
@inproceedings{Liu2017, title = {Handling Homographs in Neural Machine Translation}, authors = Frederick Liu and Han Lu and Graham Neubig, year = 2017, booktitle = NAACL2018, month = 08, URL = https://arxiv.org/abs/1708.06510, }
@article{Neubig2017, title = Neural Machine Translation and Sequence-to-sequence Models: A Tutorial, authors = Graham Neubig, year = 2017, month = March, URL = https://arxiv.org/abs/1703.01619, }
@inproceedings{Gao2017, title = TALL: Temporal Activity Localization via Language Query, authors = Jiyang Gao and Chen Sun and Zhenheng Yang and Ram Nevatia, year = 2017, booktitle = ICCV, URL = https://arxiv.org/abs/1705.02101, }
@inproceedings{Kiela2017, title = {Learning Visually Grounded Sentence Representations}, authors = Douwe Kiela and Alexis Conneau and Allan Jabri and Maximilian Nickel, year = 2017, booktitle = NAACL-18, month = 07, URL = https://arxiv.org/abs/1707.06320, }
@article{Huang2017, title = Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos, authors = De-An Huang and Joseph J Lim and Li Fei-Fei and Juan Carlos Niebles, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.02521, }
@article{Krishna2017, title = Dense-Captioning Events in Videos, authors = Ranjay Krishna and Kenji Hata and Frederic Ren and Li Fei-Fei and Juan Carlos Niebles, year = 2017, journal = ArXiv, month = 05, URL = https://arxiv.org/abs/1705.00754, }
@phdthesis{Nyga2017, title = Interpretation of Natural-language Robot Instructions, authors = Daniel Nyga, year = 2017, school = University of Bremen, }
@article{Ahn2017, title = Text2Action: Generative Adversarial Synthesis from Language to Action, authors = Hyemin Ahn and Timothy Ha and Yunho Choi and Hwiyeon Yoo and Songhwai Oh, year = 2017, journal = International Conference on Robotics and Automation (ICRA) 2018, }
@article{Teh2017, title = Distral: Robust Multitask Reinforcement Learning, authors = Yee-Whye Teh and Victor Bapst and Wojciech Marian Czarnecki and John Quan and James Kirkpatrick and Raia Hadsell and Nicolas Heess and Razvan Pascanu, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.04175, }
@article{Pater2017, title = Generative linguistics and neural networks at 60: foundation, friction, and fusion, authors = Joe Pater, year = 2017, month = October, URL = http://people.umass.edu/pater/pater-perceptrons-and-syntactic-structures-at-60.pdf, }
@phdthesis{Pichotta2017, title = Advances in Statistical Script Learning, authors = Karl Pichotta, year = 2017, }
@article{Strub2017, title = End-to-end optimization of goal-driven and visually grounded dialogue systems, authors = Florian Strub and Harm de Vries and Jeremie Mary and Bilal Piot and Aaron Courville and Olivier Pietquin, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.05423, }
@article{Lowe2017, title = Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses, authors = Ryan Lowe and Michael Noseworthy and Iulian V Serban and Nicolas Angelard-Gontier and Yoshua Bengio and Joelle Pineau, year = 2017, journal = ArXiv, month = 08, URL = https://arxiv.org/abs/1708.07149, }
@article{Nguyen2017, title = Sequence to Sequence Learning for Event Prediction, authors = Dai Quoc Nguyen and Dat Quoc Nguyen and Cuong Xuan Chu and Stefan Thater and Manfred Pinkal, year = 2017, journal = arXiv preprint arXiv:1709.06033, }
@article{Vaswani2017, title = Attention Is All You Need, authors = Ashish Vaswani and Noam Shazeer and Niki Parmar and Jakob Uszkoreit and Llion Jones and Aidan N Gomez and Lukasz Kaiser and Illia Polosukhin, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.03762, }
@article{Monroe2017, title = Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding, authors = Will Monroe and Robert X D Hawkins and Noah D Goodman and Christopher Potts, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.10186, }
@article{Such2017, title = Robust Spatial Filtering with Graph Convolutional Neural Networks, authors = Felipe Petroski Such and Shagan Sah and Miguel Dominguez and Suhas Pillai and Chao Zhang and Andrew Michael and Nathan D. Cahill and Raymond Ptucha, year = 2017, journal = Journal of Selected Topics of Signal Processing, volume = PP, }
@article{Chunjie2017, title = Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks, authors = Luo Chunjie and Zhan jianfeng and Wang lei and Yang Qiang, year = 2017, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1702.05870, }
@article{Hristov2017, title = Grounding Symbols in Multi-Modal Instructions, authors = Yordan Hristov and Svetlin Penkov and Alex Lascarides and Subramanian Ramamoorthy, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.00355, }
@article{Lee2017, title = First-order Methods Almost Always Avoid Saddle Points, authors = Jason D. Lee and Ioannis Panageas and Georgias Piliouras and Max Simchowitz and Michael I Jordan and Benjamin Recht, year = 2017, URL = https://arxiv.org/abs/1710.07406, }
@inproceedings{Rockt{\"a}schel2017, title = {End-to-End Differentiable Proving}, authors = Tim Rockt{\"a}schel and Sebastian Riedel, year = 2017, booktitle = NIPS, month = 05, URL = https://arxiv.org/abs/1705.11040, }
@article{Dettmers2017, title = Convolutional 2D Knowledge Graph Embeddings, authors = Tim Dettmers and Pasquale Minervini and Pontus Stenetorp and Sebastian Riedel, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.01476, }
@article{Martin2017, title = {Event Representations for Automated Story Generation with Deep Neural Nets}, authors = Lara J. Martin and Prithviraj Ammanabrolu and Xinyu Wang and William Hancock and Shruti Singh and Brent Harrison and Mark O. Riedl, year = 2017, month = 06, URL = https://arxiv.org/abs/1706.01331, }
@inproceedings{Jonschkowski2017, title = PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations, authors = Rico Jonschkowski and Roland Hafner and Jonathan Scholz and Martin Riedmiller, year = 2017, booktitle = Robotics: Science and Systems (RSS 2017) Workshop -- New Frontiers for Deep Learning in Robotics, }
@article{Engel2017, title = {Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models}, authors = Jesse Engel and Matthew Hoffman and Adam Roberts, year = 2017, month = nov, URL = https://arxiv.org/abs/1711.05772, }
@article{Wiseman2017, title = Challenges in Data-to-Document Generation, authors = Sam Wiseman and Stuart M Shieber and Alexander M Rush, year = 2017, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/1707.08052, }
@article{Kim2017, title = Structured Attention Networks, authors = Yoon Kim and Carl Denton and Luong Hoang and Alexander M Rush, year = 2017, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1702.00887, }
@inproceedings{Hendricks2017, title = Localizing Moments in Video with Natural Language, authors = Lisa Anne Hendricks and Oliver Wang and Eli Shechtman and Josef Sivic and Trevor Darrell and Bryan Russell, year = 2017, booktitle = ICCV, URL = https://arxiv.org/abs/1708.01641, }
@article{Mitchell2017, title = Guest Editorial: Image and Language Understanding, authors = Margaret Mitchell and John C Platt and Kate Saenko, year = 2017, journal = International Journal of Computer Vision, month = 05, number = 1, pages = 1--3, volume = 123, doi = 10.1007/s11263-017-0993-y, }
@article{Peng2017, title = VisDA: The Visual Domain Adaptation Challenge, authors = Xingchao Peng and Ben Usman and Neela Kaushik and Judy Hoffman and Dequan Wang and Kate Saenko, year = 2017, URL = http://arxiv.org/abs/1710.06924, }
@article{Hu2017, title = Learning to Reason: End-to-End Module Networks for Visual Question Answering, authors = Ronghang Hu and Jacob Andreas and Marcus Rohrbach and Trevor Darrell and Kate Saenko, year = 2017, URL = http://arxiv.org/abs/1704.05526, }
@inproceedings{Ramanishka2017, title = Top-down Visual Saliency Guided by Captions, authors = Vasili Ramanishka and Abir Das and Jianming Zhang and Kate Saenko, year = 2017, booktitle = CVPR, URL = http://arxiv.org/abs/1612.07360, }
@inproceedings{Venugopalan2017, title = Captioning Images with Diverse Objects, authors = Subhashini Venugopalan and Lisa Anne Hendricks and Marcus Rohrbach and Raymond Mooney and Trevor Darrell and Kate Saenko, year = 2017, booktitle = CVPR, month = 06, URL = http://arxiv.org/abs/1606.07770, }
@article{Chaplot2017, title = Gated-Attention Architectures for Task-Oriented Language Grounding, authors = Devendra Singh Chaplot and Kanthashree Mysore Sathyendra and Rama Kumar Pasumarthi and Dheeraj Rajagopal and Ruslan Salakhutdinov, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.07230, }
@article{Salakhutdinov2017, title = Deep Learning, authors = Ruslan Salakhutdinov, year = 2017, month = 01, pages = 1--79, URL = http://www.cs.cmu.edu/~rsalakhu/talk_Simons_part1_pdf.pdf, }
@article{Chaplot2017, title = {Gated-Attention Architectures for Task-Oriented Language Grounding}, authors = Devendra Singh Chaplot and Kanthashree Mysore Sathyendra and Rama Kumar Pasumarthi and Dheeraj Rajagopal and Ruslan Salakhutdinov, year = 2017, month = 06, URL = https://arxiv.org/abs/1706.07230, }
@inproceedings{Xu2017, title = {Neural Task Programming: Learning to Generalize Across Hierarchical Tasks}, authors = Danfei Xu and Suraj Nair and Yuke Zhu and Julian Gao and Animesh Garg and Li Fei-Fei and Silvio Savarese, year = 2017, booktitle = ICRA 2018, month = 10, URL = https://arxiv.org/abs/1710.01813, }
@inproceedings{Zarrie{\ss}2017, title = Obtaining referential word meanings from visual and distributional information: Experiments on object naming, authors = Sina Zarrie{\ss} and David Schlangen, year = 2017, booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = 07, pages = 243--254, URL = http://aclweb.org/anthology/P17-1023, }
@article{Yin2017, title = Attentive Convolution, authors = Wenpeng Yin and Hinrich Schutze, year = 2017, }
@article{Liang2017, title = {Deep Text Classification Can be Fooled}, authors = Bin Liang and Hongcheng Li and Miaoqiang Su and Pan Bian and Xirong Li and Wenchang Shi, year = 2017, month = 04, URL = https://arxiv.org/abs/1704.08006, }
@inproceedings{Yi2017, title = Incorporating Qualitative Information into Quantitative Estimation Via Sequentially Constrained Hamiltonian Monte Carlo Sampling, authors = Daqing Yi and Choudhury Shushman and Srinivasa Siddhartha, year = 2017, booktitle = IEEE/RSJ International Conference on Intelligent Robots and Systems, }
@article{Heess2017, title = Emergence of Locomotion Behaviours in Rich Environments, authors = Nicolas Heess and Dhruva TB and Srinivasan Sriram and Jay Lemmon and Josh Merel and Greg Wayne and Yuval Tassa and Tom Erez and Ziyu Wang and Ali Eslami and Martin Riedmiller and David Silver, year = 2017, month = July, URL = https://arxiv.org/abs/1707.02286, }
@inproceedings{Zhao2017, title = {Generating Natural Adversarial Examples}, authors = Zhengli Zhao and Dheeru Dua and Sameer Singh, year = 2017, booktitle = Published as a conference paper at the International Conference on Learning Representations (ICLR) 2018, month = 10, URL = https://arxiv.org/abs/1710.11342, }
@inproceedings{Ji2017, title = Dynamic Entity Representations in Neural Language Models, authors = Yangfeng Ji and Chenhao Tan and Sebastian Martschat and Yejin Choi and Noah A. Smith, year = 2017, booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, month = September, pages = 1831--1840, URL = https://www.aclweb.org/anthology/D17-1195, }
@inproceedings{Zaheer2017, title = Latent {LSTM} Allocation: Joint Clustering and Non-Linear Dynamic Modeling of Sequence Data, authors = Manzil Zaheer and Amr Ahmed and Alexander Smola, year = 2017, booktitle = Proceedings of the 34th International Conference on Machine Learning, PMLR, month = August, pages = 3967--3976, volume = 70, URL = http://proceedings.mlr.press/v70/zaheer17a/zaheer17a.pdf, }
@article{Li2017, title = {VideoLSTM} Convolves, Attends and Flows for Action Recognition, authors = Zhenyang Li and Kirill Gavrilyuk and Efstratios Gavves and Mihir Jain and Cees G. M. Snoek, year = 2017, journal = Computer Vision and Image Understanding, URL = http://arxiv.org/abs/1607.01794, }
@article{Habibian2017, title = {Video2vec} Embeddings Recognize Events when Examples are Scarce, authors = Amirhossein Habibian and Thomas Mensink and Cees G. M. Snoek, year = 2017, journal = {IEEE} Transactions on Pattern Analysis and Machine Intelligence, month = October, number = 10, pages = 2089-2103, volume = 39, }
@inproceedings{Mettes2017, title = Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions, authors = Pascal Mettes and Cees G. M. Snoek, year = 2017, booktitle = The IEEE International Conference on Computer Vision (ICCV), month = October, URL = http://openaccess.thecvf.com/content_iccv_2017/html/Mettes_Spatial-Aware_Object_Embeddings_ICCV_2017_paper.html, }
@inproceedings{Hashimoto2017, title = A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks, authors = Kazuma Hashimoto and caiming xiong and Yoshimasa Tsuruoka and Richard Socher, year = 2017, booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, month = September, pages = 446--456, URL = https://www.aclweb.org/anthology/D17-1046, }
@article{Paulus2017, title = A Deep Reinforced Model for Abstractive Summarization, authors = Romain Paulus and Caiming Xiong and Richard Socher, year = 2017, month = May, }
@article{Lee2017, title = Deep Neural Networks as Gaussian Processes, authors = Jaehoon Lee and Yasaman Bahri and Roman Novak and Samuel S. Schoenholz and Jeffrey Pennington and Jascha Sohl-Dickstein, year = 2017, month = November, URL = https://arxiv.org/abs/1711.00165, }
@article{Kaplan2017, title = Beating Atari with Natural Language Guided Reinforcement Learning, authors = Russell Kaplan and Christopher Sauer and Alexander Sosa, year = 2017, journal = ArXiv, month = 04, URL = https://arxiv.org/abs/1704.05539, }
@article{Neyshabur2017, title = Exploring Generalization in Deep Learning, authors = Behnam Neyshabur and Srinadh Bhojanapalli and David McAllester and Nathan Srebro, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.08947, }
@inproceedings{Nematzadeh2017, title = {Calculating Probabilities Simplifies Word Learning}, authors = Aida Nematzadeh and Barend Beekhuizen and Shanshan Huang and Suzanne Stevenson, year = 2017, booktitle = CogSci, month = 02, URL = https://arxiv.org/abs/1702.06672, }
@article{Khandelwal2017, title = BWIBots: A platform for bridging the gap between AI and human--robot interaction research, authors = Piyush Khandelwal and Shiqi Zhang and Jivko Sinapov and Matteo Leonetti and Jesse Thomason and Fangkai Yang and Ilaria Gori and Maxwell Svetlik and Priyanka Khante and Vladimir Lifschitz and J K Aggarwal and Raymond Mooney and Peter Stone, year = 2017, journal = The International Journal of Robotics Research, doi = 10.1177/0278364916688949, }
@inproceedings{Lin2017, title = Adversarial Ranking for Language Generation, authors = Kevin Lin and Dianqi Li and Xiaodong He and Zhengyou Zhang and Ming-Ting Sun, year = 2017, booktitle = NIPS, month = December, URL = https://arxiv.org/abs/1705.11001, }
@article{Salimans2017, title = Evolution Strategies as a Scalable Alternative to Reinforcement Learning, authors = Tim Salimans and Jonathan Ho and Xi Chen and Ilya Sutskever, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.03864, }
@article{Hatori2017, title = Interactively Picking Real-World Objects with Unconstrained Spoken Language Instructions, authors = Jun Hatori and Yuta Kikuchi and Sosuke Kobayashi and Kuniyuki Takahashi and Yuta Tsuboi and Yuya Unno and Wilson Ko and Jethro Tan, year = 2017, journal = International Conference on Robotics and Automation (ICRA) 2018, URL = https://arxiv.org/abs/1710.06280, }
@inproceedings{Aly2017, title = A Generative Framework for Multimodal Learning of Spatial Concepts and Object Categories: An Unsupervised Part-of-Speech Tagging and 3D Visual Perception Based Approach, authors = Amir Aly and Akira Taniguchi and Tadahiro Taniguchi, year = 2017, booktitle = Joint IEEE International Conference on Development and Learning, }
@inproceedings{Balog2017, title = DeepCoder: Learning to Write Programs, authors = Matej Balog and Alexander L. Gaunt and Marc Brockschmidt and Sebastian Nowozin and Daniel Tarlow, year = 2017, booktitle = ICLR, URL = https://openreview.net/forum?id, }
@inproceedings{Arumugam2017, title = {Accurately and Efficiently Interpreting Human-Robot Instructions of Varying Granularities}, authors = Dilip Arumugam and Siddharth Karamcheti and Nakul Gopalan and Lawson L. S. Wong and Stefanie Tellex, year = 2017, booktitle = Robotics: Science and Systems, month = 04, URL = https://arxiv.org/abs/1704.06616, }
@article{Ben-younes2017, title = {MUTAN: Multimodal Tucker Fusion for Visual Question Answering}, authors = Hedi Ben-younes and R{\'e}mi Cadene and Matthieu Cord and Nicolas Thome, year = 2017, month = 05, URL = https://arxiv.org/abs/1705.06676, }
@article{Havrylov2017, title = Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols, authors = Serhii Havrylov and Ivan Titov, year = 2017, journal = ArXiv, month = 05, URL = https://arxiv.org/abs/1705.11192, }
@inproceedings{Havrylov2017, title = Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols, authors = Serhii Havrylov and Ivan Titov, year = 2017, booktitle = Neural Information Processing Systems, URL = https://arxiv.org/abs/1705.11192, }
@article{Marcheggiani2017, title = Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling, authors = Diego Marcheggiani and Ivan Titov, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.04826, }
@article{Toy2017, title = SenseNet: 3D Objects Database and Tactile Simulator, authors = Jason Toy, year = 2017, month = December, URL = https://arxiv.org/abs/1801.00361v1, }
@article{Nguyen2017, title = Translating Videos to Commands for Robotic Manipulation with Deep Recurrent Neural Networks, authors = Anh Nguyen and Dimitrios Kanoulas and Luca Muratore and Darwin G. Caldwell and Nikos G. Tsagarakis, year = 2017, }
@inproceedings{Hashimoto2017, title = Neural Machine Translation with Source-Side Latent Graph Parsing, authors = Kazuma Hashimoto and Yoshimasa Tsuruoka, year = 2017, booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, month = September, pages = 125--135, URL = https://www.aclweb.org/anthology/D17-1012, }
@article{Kaiser2017, title = One Model To Learn Them All, authors = Lukasz Kaiser and Aidan N Gomez and Noam Shazeer and Ashish Vaswani and Niki Parmar and Llion Jones and Jakob Uszkoreit, year = 2017, journal = ArXiv, month = 06, URL = http://arxiv.org/abs/1706.05137, }
@article{Mostafazadeh2017, title = Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation, authors = Nasrin Mostafazadeh and Chris Brockett and Bill Dolan and Michel Galley and Jianfeng Gao and Georgios P Spithourakis and Lucy Vanderwende, year = 2017, journal = ArXiv, month = 01, URL = https://arxiv.org/abs/1701.08251, }
@article{Bousmalis2017, title = Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping, authors = Konstantinos Bousmalis and Alex Irpan and Paul Wohlhart and Yunfei Bai and Matthew Kelcey and Mrinal Kalakrishnan and Laura Downs and Julian Ibarz and Peter Pastor and Kurt Konolige and Sergey Levin and Vincent Vanhoucke, year = 2017, }
@article{Bilen2017, title = Universal representations:The missing link between faces, text, planktons, and cat breeds, authors = Hakan Bilen and Andrea Vedaldi, year = 2017, journal = ArXiv, month = 01, URL = https://arxiv.org/abs/1701.07275, }
@inproceedings{Brunner2017, title = {Teaching a Machine to Read Maps with Deep Reinforcement Learning}, authors = Gino Brunner and Oliver Richter and Yuyi Wang and Roger Wattenhofer, year = 2017, booktitle = Proceedings of the 32nd AAAI Conference on Artificial Intelligence, month = nov, URL = https://arxiv.org/abs/1711.07479v1, }
@inproceedings{Shrivastava2017, title = Learning from Simulated and Unsupervised Images through Adversarial Training, authors = Ashish Shrivastava and Tomas Pfister and Oncel Tuzel and Josh Susskind and Wenda Wang and Russ Webb, year = 2017, booktitle = CVPR, URL = http://arxiv.org/abs/1612.07828, }
@inproceedings{Tomczak2017, title = {VAE with a VampPrior}, authors = Jakub M. Tomczak and Max Welling, year = 2017, booktitle = 16 pages, final version, AISTATS 2018, month = 05, URL = https://arxiv.org/abs/1705.07120, }
@article{Heinrich2017, title = Interactive Natural Language Acquisition in a Multi-modal Recurrent Neural Architecture, authors = Stefan Heinrich and Stefan Wermter, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.08513, }
@inproceedings{Bordes2017, title = Learning End-to-End Goal-Oriented Dialog, authors = Antoine Bordes and Jason Weston, year = 2017, booktitle = ICLR, URL = http://arxiv.org/abs/1605.07683, }
@article{Fernando2017, title = PathNet: Evolution Channels Gradient Descent in Super Neural Networks, authors = Chrisantha Fernando and Dylan Banarse and Charles Blundell and Yori Zwols and David Ha and Andrei A Rusu and Alexander Pritzel and Daan Wierstra, year = 2017, journal = ArXiv, month = 01, URL = https://arxiv.org/abs/1701.08734, }
@inproceedings{Racani\`{e}re2017, title = Imagination-Augmented Agents for Deep Reinforcement Learning, authors = S\'{e}bastien Racani\`{e}re and Theophane Weber and David Reichert and Lars Buesing and Arthur Guez and Danilo Jimenez Rezende and Adri\`{a} Puigdom\`{e}nech Badia and Oriol Vinyals and Nicolas Heess and Yujia Li and Razvan Pascanu and Peter Battaglia and Demis Hassabis and David Silver and Daan Wierstra, year = 2017, booktitle = Advances in Neural Information Processing Systems 30, pages = 5690--5701, URL = http://papers.nips.cc/paper/7152-imagination-augmented-agents-for-deep-reinforcement-learning.pdf, }
@article{Press2017, title = Language Generation with Recurrent Generative Adversarial Networks without Pre-training, authors = Ofir Press and Amir Bar and Ben Bogin and Jonathan Berant and Lior Wolf, year = 2017, journal = ArXiv, month = 06, URL = https://arxiv.org/abs/1706.01399, }
@article{Landsiedel2017, title = A review of spatial reasoning and interaction for real-world robotics, authors = C. Landsiedel and V. Rieser and M. Walter and D. Wollherr, year = 2017, journal = Advanced Robotics, number = 5, pages = 222-242, volume = 31, doi = 10.1080/01691864.2016.1277554, }
@inproceedings{Gopalan2017, title = Planning with Abstract Markov Decision Processes, authors = Nakul Gopalan and Marie desJardins and Michael L. Littman and James MacGlashan and Shawn Squire and Stefanie Tellex and John Winder and Lawson L.S. Wong, year = 2017, booktitle = Twenty-Seventh International Conference on Automated Planning and Scheduling, URL = https://www.aaai.org/ocs/index.php/ICAPS/ICAPS17/paper/viewPaper/15759, }
@article{Wang2017, title = On the Origin of Deep Learning, authors = Haohan Wang and Bhiksha Raj and Eric P Xing, year = 2017, journal = ArXiv, month = 02, URL = https://arxiv.org/abs/1702.07800, }
@article{Lin2017, title = {Action Recognition with Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion}, authors = Weiyao Lin and Yang Mi and Jianxin Wu and Ke Lu and Hongkai Xiong, year = 2017, month = nov, URL = https://arxiv.org/abs/1711.07430, }
@article{Yu2017, title = A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment, authors = Haonan Yu and Haichao Zhang and Wei Xu, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.09831, }
@article{Li2017, title = Dynamic Computational Time for Visual Attention, authors = Zhichao Li and Yi Yang and Xiao Liu and Shilei Wen and Wei Xu, year = 2017, journal = ArXiv, month = 03, URL = https://arxiv.org/abs/1703.10332, }
@inproceedings{Jin2017, title = Predicting Scene Parsing and Motion Dynamics in the Future, authors = Xiaojie Jin and Huaxin Xiao and Xiaohui Shen and Jimei Yang and Zhe Lin and Yunpeng Chen and Zequn Jie and Jiashi Feng and Shuicheng Yan, year = 2017, booktitle = NIPS, URL = https://arxiv.org/abs/1711.03270v1, }
@article{Lim2017, title = Geometric GAN, authors = Jae Hyun Lim and Jong Chul Ye, year = 2017, journal = ArXiv, month = 05, URL = https://arxiv.org/abs/1705.02894, }
@article{Qiao2017, title = Few-Shot Image Recognition by Predicting Parameters from Activations, authors = Siyuan Qiao and Chenxi Liu and Wei Shen and Alan Yuille, year = 2017, }
@article{Qiao2017, title = {ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond}, authors = Siyuan Qiao and Wei Shen and Weichao Qiu and Chenxi Liu and Alan Yuille, year = 2017, month = apr, URL = https://arxiv.org/abs/1704.06752, }
@article{Andrychowicz2017, title = {Hindsight Experience Replay}, authors = Marcin Andrychowicz and Filip Wolski and Alex Ray and Jonas Schneider and Rachel Fong and Peter Welinder and Bob McGrew and Josh Tobin and Pieter Abbeel and Wojciech Zaremba, year = 2017, month = 07, URL = https://arxiv.org/abs/1707.01495, }
@article{Konstas2017, title = Neural AMR: Sequence-to-Sequence Models for Parsing and Generation, authors = Ioannis Konstas and Srinivasan Iyer and Mark Yatskar and Yejin Choi and Luke S Zettlemoyer, year = 2017, journal = ArXiv, month = 04, URL = https://arxiv.org/abs/1704.08381, }
@article{Lee2017, title = Recurrent Additive Networks, authors = Kenton Lee and Omer Levy and Luke S Zettlemoyer, year = 2017, journal = ArXiv, month = 05, URL = https://arxiv.org/abs/1705.07393, }
@article{Lei2017, title = Training RNNs as Fast as CNNs, authors = Tao Lei and Yu Zhang, year = 2017, }
@article{Anderson2017, title = Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering, authors = Peter Anderson and Xiaodong He and Chris Buehler and Damien Teney and Mark Johnson and Stephen Gould and Lei Zhang, year = 2017, journal = Visual Question Answering Challenge at CVPR 2017, }
@inproceedings{Tian2017, title = How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models, authors = Zhiliang Tian and Rui Yan and Lili Mou and Yiping Song and Yansong Feng and Dongyan Zhao, year = 2017, booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = 07, pages = 231--236, URL = http://aclweb.org/anthology/P17-2036, }
@article{Kay2017, title = {The Kinetics Human Action Video Dataset}, authors = Will Kay and Joao Carreira and Karen Simonyan and Brian Zhang and Chloe Hillier and Sudheendra Vijayanarasimhan and Fabio Viola and Tim Green and Trevor Back and Paul Natsev and Mustafa Suleyman and Andrew Zisserman, year = 2017, journal = arXiv:1705.06950, month = 05, URL = https://arxiv.org/abs/1705.06950, }
@inproceedings{Carreira2017, title = {Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset}, authors = Joao Carreira and Andrew Zisserman, year = 2017, booktitle = IEEE Conference on Computer Vision and Pattern Recognition (CVPR), month = 05, URL = https://arxiv.org/abs/1705.07750, }
@inproceedings{Suhr2018, title = {Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation}, authors = Alane Suhr and Yoav Artzi, year = 2018, booktitle = ACL 2018, month = 05, URL = https://arxiv.org/abs/1805.10209, }
@article{Yan2018, title = {CHALET: Cornell House Agent Learning Environment}, authors = Claudia Yan and Dipendra Misra and Andrew Bennett and Aaron Walsman and Yonatan Bisk and Yoav Artzi, year = 2018, journal = ArXiv Preprint 1801.07357, URL = https://arxiv.org/abs/1801.07357, }
@inproceedings{Bauer2018, title = Commonsense for Generative Multi-Hop Question Answering Tasks, authors = Lisa Bauer and Yicheng Wang and Mohit Bansal, year = 2018, booktitle = EMNLP, }
@article{s}ka2018, title = Memorize or generalize? Searching for a compositional RNN in a haystack, authors = Adam Li{\v s}ka and Germ{\'a}n Kruszewski and Marco Baroni, year = 2018, month = 02, URL = https://arxiv.org/abs/1802.06467v1, }
@inproceedings{Gulordava2018, title = {Colorless green recurrent networks dream hierarchically}, authors = Kristina Gulordava and Piotr Bojanowski and Edouard Grave and Tal Linzen and Marco Baroni, year = 2018, booktitle = Accepted to NAACL 2018, month = 03, URL = https://arxiv.org/abs/1803.11138, }
@inproceedings{Lake2018, title = Generalization without Systematicity:On the Compositional Skills of Sequence-to-Sequence Recurrent Networks, authors = Brenden M. Lake and Marco Baroni, year = 2018, booktitle = 35th International Conference on Machine Learning, URL = https://arxiv.org/abs/1711.00350, }
@article{Sutton2018, title = Reinforcement Learning: An Introduction. Second edition, authors = Richard S Sutton and Andrew G Barto, year = 2018, month = 09, pages = 1--341, }
@inproceedings{Das2018, title = Embodied Question Answering, authors = Abhishek Das and Samyak Datta and Georgia Gkioxari and Stefan Lee and Devi Parikh and Dhruv Batra, year = 2018, booktitle = In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, URL = https://arxiv.org/abs/1711.11543, }
@article{Chevalier-Boisvert2018, title = {BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop}, authors = Maxime Chevalier-Boisvert and Dzmitry Bahdanau and Salem Lahlou and Lucas Willems and Chitwan Saharia and Thien Huu Nguyen and Yoshua Bengio, year = 2018, journal = Preprint. Work in progress, month = 10, URL = https://arxiv.org/abs/1810.08272, }
@article{Yang2018, title = {Unsupervised Text Style Transfer using Language Models as Discriminators}, authors = Zichao Yang and Zhiting Hu and Chris Dyer and Eric P. Xing and Taylor Berg-Kirkpatrick, year = 2018, month = 05, URL = https://arxiv.org/abs/1805.11749, }
@inproceedings{Cirik2018, title = {Visual Referring Expression Recognition: What Do Systems Actually Learn?}, authors = Volkan Cirik and Louis-Philippe Morency and Taylor Berg-Kirkpatrick, year = 2018, booktitle = NAACL2018 short, month = 05, URL = https://arxiv.org/abs/1805.11818, }
@inproceedings{He2018, title = {Unsupervised Learning of Syntactic Structure with Invertible Neural Projections}, authors = Junxian He and Graham Neubig and Taylor Berg-Kirkpatrick, year = 2018, booktitle = EMNLP 2018, month = 08, URL = https://arxiv.org/abs/1808.09111, }
@inproceedings{Lei2018, title = TVQA: Localized, Compositional Video Question Answering, authors = Jie Lei and Licheng Yu and Mohit Bansal and Tamara L Berg, year = 2018, booktitle = EMNLP, }
@inproceedings{Yu2018, title = {MAttNet: Modular Attention Network for Referring Expression Comprehension}, authors = Licheng Yu and Zhe Lin and Xiaohui Shen and Jimei Yang and Xin Lu and Mohit Bansal and Tamara L. Berg, year = 2018, booktitle = 14 pages, 13 figures, Project and Demo: http://gpuvision.cs.unc.edu/refer/comprehension, month = 01, URL = https://arxiv.org/abs/1801.08186, }
@inproceedings{Pezzelle2018, title = {Comparatives, Quantifiers, Proportions: A Multi-Task Model for the Learning of Quantities from Vision}, authors = Sandro Pezzelle and Ionut-Teodor Sorodoc and Raffaella Bernardi, year = 2018, booktitle = 12 pages (references included). To appear in the Proceedings of NAACL-HLT 2018, month = 04, URL = https://arxiv.org/abs/1804.05018v1, }
@inproceedings{Gurari2018, title = VizWiz Grand Challenge: Answering Visual Questions from Blind People, authors = Danna Gurari and Qing Li and Abigale J. Stangl and Anhong Guo and Chi Lin and Kristen Grauman and Jiebo Luo and Jeffrey P. Bigham, year = 2018, booktitle = Accepted to CVPR 2018, URL = https://arxiv.org/abs/1802.08218, }
@inproceedings{Tran2018, title = Inducing Grammars with and for Neural Machine Translation, authors = Ke Tran and Yonatan Bisk, year = 2018, booktitle = Proceedings of the 2nd Workshop on Neural Machine Translation, URL = https://arxiv.org/abs/1805.10850, }
@inproceedings{Zhou2018, title = A Dataset for Document Grounded Conversations, authors = Kangyan Zhou and Shrimai Prabhumoye and Alan W Black, year = 2018, booktitle = Conference on Empirical Methods in Natural Language Processing (EMNLP), URL = https://arxiv.org/abs/1809.07358, }
@inproceedings{Lee2018, title = {Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks}, authors = Michelle A. Lee and Yuke Zhu and Krishnan Srinivasan and Parth Shah and Silvio Savarese and Li Fei-Fei and Animesh Garg and Jeannette Bohg, year = 2018, booktitle = ICRA 2019, month = 10, URL = https://arxiv.org/abs/1810.10191, }
@article{Rabinowitz2018, title = Machine Theory of Mind, authors = Neil C. Rabinowitz and Frank Perbet and H. Francis Song and Chiyuan Zhang and S.M. Ali Eslami and Matthew Botvinick, year = 2018, journal = arXiv:1802.07740, URL = https://arxiv.org/abs/1802.07740, }
@article{Piloto2018, title = {Probing Physics Knowledge Using Tools from Developmental Psychology}, authors = Luis Piloto and Ari Weinstein and Dhruva TB and Arun Ahuja and Mehdi Mirza and Greg Wayne and David Amos and Chia-chun Hung and Matt Botvinick, year = 2018, month = 04, URL = https://arxiv.org/abs/1804.01128v1, }
@inproceedings{Morcos2018, title = {On the importance of single directions for generalization}, authors = Ari S. Morcos and David G. T. Barrett and Neil C. Rabinowitz and Matthew Botvinick, year = 2018, booktitle = ICLR 2018, month = 03, URL = https://arxiv.org/abs/1803.06959, }
@article{James2018, title = {Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks}, authors = Stephen James and Paul Wohlhart and Mrinal Kalakrishnan and Dmitry Kalashnikov and Alex Irpan and Julian Ibarz and Sergey Levine and Raia Hadsell and Konstantinos Bousmalis, year = 2018, month = 12, URL = https://arxiv.org/abs/1812.07252, }
@inproceedings{Camgoz2018, title = Neural Sign Language Translation, authors = Necati Cihan Camgoz and Simon Hadfield and Oscar Koller and Hermann Ney and Richard Bowden, year = 2018, booktitle = CVPR, pages = 7784 -- 7793, URL = http://openaccess.thecvf.com/content_cvpr_2018/papers/Camgoz_Neural_Sign_Language_CVPR_2018_paper.pdf, }
@inproceedings{Nangia2018, title = {ListOps: A Diagnostic Dataset for Latent Tree Learning}, authors = Nikita Nangia and Samuel R. Bowman, year = 2018, booktitle = NAACL-SRW, month = 04, URL = https://arxiv.org/abs/1804.06028v1, }
@article{Brown2018, title = Methodological Cyborg as Black Feminist Technology: Constructing the Social Self Using Computational Digital Autoethnography and Social Media, authors = Nicole M Brown, year = 2018, journal = Cultural Studies ↔ Critical Methodologies, month = January, doi = 10.1177/1532708617750178, }
@inproceedings{Niculae2018, title = {SparseMAP: Differentiable Sparse Structured Inference}, authors = Vlad Niculae and Andr{\'e} F. T. Martins and Mathieu Blondel and Claire Cardie, year = 2018, booktitle = 15 pages, including appendix, month = 02, URL = https://arxiv.org/abs/1802.04223, }
@inproceedings{Buys2018, title = Bridging HMMs and RNNs through Architectural Transformations, authors = Jan Buys and Yonatan Bisk and Yejin Choi, year = 2018, booktitle = 32nd Conference on Neural Information Processing Systems (NIPS 2018), IRASL workshop, URL = https://openreview.net/pdf?id=rJxEso0osm, }
@inproceedings{Zellers2018, title = SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference, authors = Rowan Zellers and Yonatan Bisk and Roy Schwartz and Yejin Choi, year = 2018, booktitle = Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), URL = http://rowanzellers.com/swag/, }
@inproceedings{Cao2018, title = Emergent Communication through Negotiation, authors = Kris Cao and Angeliki Lazaridou and Marc Lanctot and Joel Z Leibo and Karl Tuyls and Stephen Clark, year = 2018, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@article{Morgan2018, title = {Prestige drives epistemic inequality in the diffusion of scientific ideas}, authors = Allison C. Morgan and Dimitrios Economou and Samuel F. Way and Aaron Clauset, year = 2018, month = 05, URL = https://arxiv.org/abs/1805.09966, }
@article{Such2018, title = Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning, authors = Felipe Petroski Such and Vashisht Madhavan and Edoardo Conti and Joel Lehman and Kenneth O. Stanley and Jeff Clune, year = 2018, URL = https://arxiv.org/abs/1712.06567, }
@article{S{\"u}nderhauf2018, title = The limits and potentials of deep learning for robotics, authors = Niko S{\"u}nderhauf and Oliver Brock and Walter Scheirer and Raia Hadsell and Dieter Fox and J{\"u}rgen Leitner and Ben Upcroft and Pieter Abbeel and Wolfram Burgard and Michael Milford and Peter Corke, year = 2018, journal = The International Journal of Robotics Research, month = April, number = 4 -- 5, pages = 405 -- 420, volume = 37, doi = 10.1177/0278364918770733, }
@article{Kirov2018, title = {Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense Debate}, authors = Christo Kirov and Ryan Cotterell, year = 2018, journal = TACL, month = 07, URL = https://arxiv.org/abs/1807.04783, }
@inproceedings{Saxe2018, title = On the Information Bottleneck Theory of Deep Learning, authors = Andrew M. Saxe and Yamini Bansal and Joel Dapello and Madhu Advani and Artemy Kolchinksy and Brendan D. Tracey and David D. Cox, year = 2018, booktitle = ICLR, }
@inproceedings{Goyal2018, title = {Think Visually: Question Answering through Virtual Imagery}, authors = Ankit Goyal and Jian Wang and Jia Deng, year = 2018, booktitle = ACL, month = 05, URL = https://arxiv.org/abs/1805.11025v1, }
@article{Selsam2018, title = {Learning a SAT Solver from Single-Bit Supervision}, authors = Daniel Selsam and Matthew Lamm and Benedikt Bunz and Percy Liang and Leonardo de Moura and David L. Dill, year = 2018, month = 02, URL = https://arxiv.org/abs/1802.03685, }
@inproceedings{Yang2018, title = Extracting Commonsense Properties from Embeddings with Limited Human Guidance, authors = Yiben Yang and Larry Birnbaum and Ji-Ping Wang and Doug Downey, year = 2018, booktitle = Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = jul, pages = 644--649, URL = https://www.aclweb.org/anthology/P18-2102, }
@inproceedings{Zhang2018, title = {ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension}, authors = Sheng Zhang and Xiaodong Liu and Jingjing Liu and Jianfeng Gao and Kevin Duh and Benjamin Van Durme, year = 2018, booktitle = 14 pages, month = 10, URL = https://arxiv.org/abs/1810.12885, }
@inproceedings{Poliak2018, title = {Hypothesis Only Baselines in Natural Language Inference}, authors = Adam Poliak and Jason Naradowsky and Aparajita Haldar and Rachel Rudinger and Benjamin {Van Durme}, year = 2018, booktitle = Joint Conference on Lexical and Computational Semantics (StarSem), URL = http://aclweb.org/anthology/S18-2023, }
@inproceedings{Dubey2018, title = Investigating Human Priors for Playing Video Games, authors = Rachit Dubey and Pulkit Agrawal and Deepak Pathak and Thomas L. Griffiths and Alexei A. Efros, year = 2018, booktitle = ICML, URL = https://arxiv.org/abs/1802.10217, }
@inproceedings{Wang2018, title = {Modeling Semantic Plausibility by Injecting World Knowledge}, authors = Su Wang and Greg Durrett and Katrin Erk, year = 2018, booktitle = camera-ready draft (with link to data), Published at NAACL 2018 as a conference paper (oral), month = 04, URL = https://arxiv.org/abs/1804.00619, }
@article{Garnelo2018, title = {Conditional Neural Processes}, authors = Marta Garnelo and Dan Rosenbaum and Chris J. Maddison and Tiago Ramalho and David Saxton and Murray Shanahan and Yee Whye Teh and Danilo J. Rezende and S. M. Ali Eslami, year = 2018, month = 07, URL = https://arxiv.org/abs/1807.01613, }
@article{Redmon2018, title = YOLOv3: An Incremental Improvement, authors = Joseph Redmon and Ali Farhadi, year = 2018, URL = https://arxiv.org/abs/1804.02767, }
@inproceedings{Gordon2018, title = {IQA: Visual Question Answering in Interactive Environments}, authors = Daniel Gordon and Aniruddha Kembhavi and Mohammad Rastegari and Joseph Redmon and Dieter Fox and Ali Farhadi, year = 2018, booktitle = In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, month = dec, URL = https://arxiv.org/abs/1712.03316, }
@inproceedings{Mandlekar2018, title = {RoboTurk: A Crowdsourcing Platform for Robotic Skill Learning through Imitation}, authors = Ajay Mandlekar and Yuke Zhu and Animesh Garg and Jonathan Booher and Max Spero and Albert Tung and Julian Gao and John Emmons and Anchit Gupta and Emre Orbay and Silvio Savarese and Li Fei-Fei, year = 2018, booktitle = CoRL, month = 11, URL = https://arxiv.org/abs/1811.02790v1, }
@inproceedings{Raileanu2018, title = Modeling Others using Oneself in Multi-Agent Reinforcement Learning, authors = Roberta Raileanu and Emily Denton and Arthur Szlam and Rob Fergus, year = 2018, booktitle = Proceedings of the 35th International Conference on Machine Learning, month = 10--15 Jul, pages = 4257--4266, volume = 80, URL = http://proceedings.mlr.press/v80/raileanu18a.html, }
@inproceedings{Srinivas2018, title = Universal Planning Networks: Learning Generalizable Representations for Visuomotor Control, authors = Aravind Srinivas and Allan Jabri and Pieter Abbeel and Sergey Levine and Chelsea Finn, year = 2018, booktitle = Proceedings of the 35th International Conference on Machine Learning, month = 10--15 Jul, pages = 4732--4741, volume = 80, URL = http://proceedings.mlr.press/v80/srinivas18b.html, }
@inproceedings{Byravan2018, title = SE3-Pose-Nets: Structured Deep Dynamics Models for Visuomotor Planning and Control, authors = Arunkumar Byravan and Felix Leeb and Franziska Meier and Dieter Fox, year = 2018, booktitle = IEEE International Conference on Robotics and Automation (ICRA), }
@inproceedings{Tung2018, title = {Reward Learning from Narrated Demonstrations}, authors = Hsiao-Yu Fish Tung and Adam W. Harley and Liang-Kang Huang and Katerina Fragkiadaki, year = 2018, booktitle = Conference on Computer Vision and Pattern Recognition (CVPR) 2018, month = 04, URL = https://arxiv.org/abs/1804.10692, }
@inproceedings{Choi2018, title = {Compositional Obverter Communication Learning From Raw Visual Input}, authors = Edward Choi and Angeliki Lazaridou and Nando de Freitas, year = 2018, booktitle = ICLR, month = 04, URL = https://arxiv.org/abs/1804.02341v1, }
@article{Aytar2018, title = {Playing hard exploration games by watching YouTube}, authors = Yusuf Aytar and Tobias Pfaff and David Budden and Tom Le Paine and Ziyu Wang and Nando de Freitas, year = 2018, month = 05, URL = https://arxiv.org/abs/1805.11592, }
@inproceedings{Vu2018, title = {Grounded Textual Entailment}, authors = Hoa Trong Vu and Claudio Greco and Aliia Erofeeva and Somayeh Jafaritazehjan and Guido Linders and Marc Tanti and Alberto Testoni and Raffaella Bernardi and Albert Gatt, year = 2018, booktitle = COLING, month = 06, URL = https://arxiv.org/abs/1806.05645, }
@article{Cruz-Barbosa2018, title = Representation Learning for Class C G Protein-Coupled Receptors Classification, authors = Ra{\'u}l Cruz-Barbosa and Erik-German Ramos-P{\'e}rez and Jes{\'u}s Giraldo, year = 2018, journal = Molecules, number = 3, volume = 23, doi = 10.3390/molecules23030690, URL = http://www.mdpi.com/1420-3049/23/3/690, }
@inproceedings{Wu2018, title = {Long-Term Feature Banks for Detailed Video Understanding}, authors = Chao-Yuan Wu and Christoph Feichtenhofer and Haoqi Fan and Kaiming He and Philipp Krähenbühl and Ross Girshick, year = 2018, booktitle = Code and models are available at https://github.com/facebookresearch/video-long-term-feature-banks, month = 12, URL = https://arxiv.org/abs/1812.05038, }
@inproceedings{Glockner2018, title = Breaking NLI Systems with Sentences that Require Simple Lexical Inferences, authors = Max Glockner and Vered Shwartz and Yoav Goldberg, year = 2018, booktitle = Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), month = July, pages = 650--655, }
@inproceedings{Ma2018, title = Attend and Interact: Higher-Order Object Interactions for Video Understanding, authors = Chih-Yao Ma and Asim Kadav and Iain Melvin and Zsolt Kira and Ghassan AlRegib and Hans Peter Graf, year = 2018, booktitle = The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), month = june, URL = https://arxiv.org/abs/1711.06330, }
@article{Amarasekara2018, title = Exploring the YouTube science communication gender gap: A sentiment analysis, authors = Inoka Amarasekara and Will J Grant, year = 2018, journal = Public Understanding of Science, month = July, doi = 10.1177/0963662518786654, }
@article{Evans2018, title = Learning Explanatory Rules from Noisy Data, authors = Richard Evans and Edward Grefenstette, year = 2018, journal = Journal of Artificial Intelligence Research, volume = 61, }
@article{Kocisky2018, title = The NarrativeQA Reading Comprehension Challenge, authors = Tomas Kocisky and Jonathan Schwarz and Phil Blunsom and Chris Dyer and Karl Moritz Hermann and Gabor Melis and Edward Grefenstette, year = 2018, journal = Transactions of the Association for Computational Linguistics, pages = 317--328, volume = 6, URL = https://transacl.org/ojs/index.php/tacl/article/view/1197, }
@article{Bahdanau2018, title = {Learning to Follow Language Instructions with Adversarial Reward Induction}, authors = Dzmitry Bahdanau and Felix Hill and Jan Leike and Edward Hughes and Pushmeet Kohli and Edward Grefenstette, year = 2018, month = 06, URL = https://arxiv.org/abs/1806.01946, }
@inproceedings{Chang2018, title = {Automatically Composing Representation Transformations as a Means for Generalization}, authors = Michael B. Chang and Abhishek Gupta and Sergey Levine and Thomas L. Griffiths, year = 2018, booktitle = ICML workshop Neural Abstract Machines \\& Program Induction, month = 07, URL = https://arxiv.org/abs/1807.04640, }
@inproceedings{Hester2018, title = {Learning from Demonstrations for Real World Reinforcement Learning}, authors = Todd Hester and Matej Vecerik and Olivier Pietquin and Marc Lanctot and Tom Schaul and Bilal Piot and Andrew Sendonaris and Gabriel Dulac-Arnold and Ian Osband and John Agapiou and Joel Z. Leibo and Audrunas Gruslys, year = 2018, booktitle = AAAI, URL = https://arxiv.org/abs/1704.03732, }
@inproceedings{Schwarz2018, title = {Progress \\& Compress: A scalable framework for continual learning}, authors = Jonathan Schwarz and Jelena Luketina and Wojciech M. Czarnecki and Agnieszka Grabska-Barwinska and Yee Whye Teh and Razvan Pascanu and Raia Hadsell, year = 2018, booktitle = ICML 2018, month = 05, URL = https://arxiv.org/abs/1805.06370, }
@article{Paxton2018, title = {Visual Robot Task Planning}, authors = Chris Paxton and Yotam Barnoy and Kapil Katyal and Raman Arora and Gregory D. Hager, year = 2018, month = 03, URL = https://arxiv.org/abs/1804.00062v1, }
@inproceedings{Paxton2018, title = Visual Robot Task Planning, authors = Chris Paxton and Yotam Barnoy and Kapil Katyal and Raman Arora and Gregory D. Hager, year = 2018, }
@inproceedings{Liang2018, title = {Focal Visual-Text Attention for Visual Question Answering}, authors = Junwei Liang and Lu Jiang and Liangliang Cao and Li-Jia Li and Alexander Hauptmann, year = 2018, booktitle = In CVPR 2018. Code, models and dataset are available here: https://memexqa.cs.cmu.edu/, month = 06, URL = https://arxiv.org/abs/1806.01873, }
@article{Feichtenhofer2018, title = SlowFast Networks for Video Recognition, authors = Christoph Feichtenhofer and Haoqi Fan and Jitendra Malik and Kaiming He, year = 2018, URL = https://arxiv.org/abs/1812.03982, }
@inproceedings{Xu2018, title = AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks, authors = Tao Xu and Pengchuan Zhang and Qiuyuan Huang and Han Zhang and Zhe Gan and Xiaolei Huang and Xiaodong He, year = 2018, booktitle = CVPR, URL = https://arxiv.org/abs/1711.10485, }
@inproceedings{Wu2018, title = {Group Normalization}, authors = Yuxin Wu and Kaiming He, year = 2018, booktitle = tech report, month = 03, URL = https://arxiv.org/abs/1803.08494, }
@inproceedings{Zhu2018, title = {Reinforcement and Imitation Learning for Diverse Visuomotor Skills}, authors = Yuke Zhu and Ziyu Wang and Josh Merel and Andrei Rusu and Tom Erez and Serkan Cabi and Saran Tunyasuvunakool and J{\'a}nos Kram{\'a}r and Raia Hadsell and Nando de Freitas and Nicolas Heess, year = 2018, booktitle = 13 pages, 6 figures, month = 02, URL = https://arxiv.org/abs/1802.09564, }
@article{Henrik2018, title = Children and Gender Inequality: Evidence from Denmark, authors = Kleven Henrik, year = 2018, month = January, URL = http://www.nber.org/papers/w24219, }
@article{Ramalho2018, title = {Encoding Spatial Relations from Natural Language}, authors = Tiago Ramalho and Tom{\'a}{\v s} Kocisk{\'y} and Frederic Besse and S. M. Ali Eslami and G{\'a}bor Melis and Fabio Viola and Phil Blunsom and Karl Moritz Hermann, year = 2018, month = 07, URL = https://arxiv.org/abs/1807.01670, }
@inproceedings{Shridhar2018, title = {Interactive Visual Grounding of Referring Expressions for Human-Robot Interaction}, authors = Mohit Shridhar and David Hsu, year = 2018, booktitle = In Robotics: Science \\& Systems (RSS) 2018, month = 06, URL = https://arxiv.org/abs/1806.03831v1, }
@inproceedings{Rao2018, title = {Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information}, authors = Sudha Rao and Hal Daum{\'e} III, year = 2018, booktitle = ACL, month = 05, URL = https://arxiv.org/abs/1805.04655, }
@inproceedings{Khandelwal2018, title = {Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context}, authors = Urvashi Khandelwal and He He and Peng Qi and Dan Jurafsky, year = 2018, booktitle = ACL 2018, month = 05, URL = https://arxiv.org/abs/1805.04623, }
@article{Espeholt2018, title = {IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures}, authors = Lasse Espeholt and Hubert Soyer and Remi Munos and Karen Simonyan and Volodymir Mnih and Tom Ward and Yotam Doron and Vlad Firoiu and Tim Harley and Iain Dunning and Shane Legg and Koray Kavukcuoglu, year = 2018, month = 02, URL = https://arxiv.org/abs/1802.01561, }
@article{Hahn2018, title = {Modeling Task Effects in Human Reading with Neural Attention}, authors = Michael Hahn and Frank Keller, year = 2018, month = 07, URL = https://arxiv.org/abs/1808.00054, }
@inproceedings{Bunel2018, title = Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis, authors = Rudy Bunel and Matthew Hausknecht and Jacob Devlin and Rishabh Singh and Pushmeet Kohli, year = 2018, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@article{Bai2018, title = {An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling}, authors = Shaojie Bai and J. Zico Kolter and Vladlen Koltun, year = 2018, month = 03, URL = https://arxiv.org/abs/1803.01271, }
@inproceedings{Reddi2018, title = On the Convergence of Adam and Beyond, authors = Sashank J. Reddi and Satyen Kale and Sanjiv Kumar, year = 2018, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@article{Biau2018, title = {Some Theoretical Properties of GANs}, authors = G. Biau and LPSM and B. Cadre and ENS Rennes and M. Sangnier and LPSM and U. Tanielian and LPSM, year = 2018, month = 03, URL = https://arxiv.org/abs/1803.07819, }
@inproceedings{Feinman2018, title = {Learning Inductive Biases with Simple Neural Networks}, authors = Reuben Feinman and Brenden M. Lake, year = 2018, booktitle = Submitted to CogSci 2018, month = 02, URL = https://arxiv.org/abs/1802.02745v1, }
@inproceedings{Jang2018, title = {Grasp2Vec: Learning Object Representations from Self-Supervised Grasping}, authors = Eric Jang and Coline Devin and Vincent Vanhoucke and Sergey Levine, year = 2018, booktitle = CoRL 2018. Eric Jang and Coline Devin contributed equally to this work, month = 11, URL = https://arxiv.org/abs/1811.06964, }
@article{Kalashnikov2018, title = {QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation}, authors = Dmitry Kalashnikov and Alex Irpan and Peter Pastor and Julian Ibarz and Alexander Herzog and Eric Jang and Deirdre Quillen and Ethan Holly and Mrinal Kalakrishnan and Vincent Vanhoucke and Sergey Levine, year = 2018, month = 06, URL = https://arxiv.org/abs/1806.10293, }
@article{Rhinehart2018, title = {Deep Imitative Models for Flexible Inference, Planning, and Control}, authors = Nicholas Rhinehart and Rowan McAllister and Sergey Levine, year = 2018, month = 10, URL = https://arxiv.org/abs/1810.06544, }
@article{Lee2018, title = {Stochastic Adversarial Video Prediction}, authors = Alex X. Lee and Richard Zhang and Frederik Ebert and Pieter Abbeel and Chelsea Finn and Sergey Levine, year = 2018, month = 04, URL = https://arxiv.org/abs/1804.01523, }
@article{Peng2018, title = {Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow}, authors = Xue Bin Peng and Angjoo Kanazawa and Sam Toyer and Pieter Abbeel and Sergey Levine, year = 2018, month = 10, URL = https://arxiv.org/abs/1810.00821, }
@article{Eysenbach2018, title = {Diversity is All You Need: Learning Skills without a Reward Function}, authors = Benjamin Eysenbach and Abhishek Gupta and Julian Ibarz and Sergey Levine, year = 2018, month = 02, URL = https://arxiv.org/abs/1802.06070v1, }
@article{Suarez2018, title = {DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer}, authors = Joseph Suarez and Justin Johnson and Fei-Fei Li, year = 2018, month = 03, URL = https://arxiv.org/abs/1803.11361v1, }
@article{Wayne2018, title = {Unsupervised Predictive Memory in a Goal-Directed Agent}, authors = Greg Wayne and Chia-Chun Hung and David Amos and Mehdi Mirza and Arun Ahuja and Agnieszka Grabska-Barwinska and Jack Rae and Piotr Mirowski and Joel Z. Leibo and Adam Santoro and Mevlana Gemici and Malcolm Reynolds and Tim Harley and Josh Abramson and Shakir Mohamed and Danilo Rezende and David Saxton and Adam Cain and Chloe Hillier and David Silver and Koray Kavukcuoglu and Matt Botvinick and Demis Hassabis and Timothy Lillicrap, year = 2018, month = 03, URL = https://arxiv.org/abs/1803.10760, }
@inproceedings{Yan2018, title = Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition, authors = Sijie Yan and Yuanjun Xiong and Dahua Lin, year = 2018, booktitle = AAAI, URL = https://arxiv.org/abs/1801.07455, }
@inproceedings{McCoy2018, title = {Revisiting the poverty of the stimulus: hierarchical generalization without a hierarchical bias in recurrent neural networks}, authors = R. Thomas McCoy and Robert Frank and Tal Linzen, year = 2018, booktitle = Proceedings of the 40th Annual Conference of the Cognitive Science Society; 10 pages, month = 02, URL = https://arxiv.org/abs/1802.09091, }
@inproceedings{Chen2018, title = Language-Based Image Editing with Recurrent Attentive Models, authors = Jianbo Chen and Yelong Shen and Jianfeng Gao and Jingjing Liu and Xiaodong Liu, year = 2018, booktitle = CVPR, pages = 8721 -- 8729, URL = http://openaccess.thecvf.com/content_cvpr_2018/papers/Chen_Language-Based_Image_Editing_CVPR_2018_paper.pdf, }
@article{Santurkar2018, title = {How Does Batch Normalization Help Optimization? (No, It Is Not About Internal Covariate Shift)}, authors = Shibani Santurkar and Dimitris Tsipras and Andrew Ilyas and Aleksander Madry, year = 2018, month = 05, URL = https://arxiv.org/abs/1805.11604, }
@article{Belkin2018, title = {Reconciling modern machine learning and the bias-variance trade-off}, authors = Mikhail Belkin and Daniel Hsu and Siyuan Ma and Soumik Mandal, year = 2018, month = 12, URL = https://arxiv.org/abs/1812.11118, }
@inproceedings{Hudson2018, title = {Compositional Attention Networks for Machine Reasoning}, authors = Drew A. Hudson and Christopher D. Manning, year = 2018, booktitle = Published as a conference paper at ICLR 2018, month = 03, URL = https://arxiv.org/abs/1803.03067, }
@inproceedings{Yang2018, title = {H}otpot{QA}: A Dataset for Diverse, Explainable Multi-hop Question Answering, authors = Zhilin Yang and Peng Qi and Saizheng Zhang and Yoshua Bengio and William Cohen and Ruslan Salakhutdinov and Christopher D. Manning, year = 2018, booktitle = Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, month = ct #{-, pages = 2369--2380, doi = 10.18653/v1/D18-1259, URL = https://www.aclweb.org/anthology/D18-1259, }
@inproceedings{Bisk2018, title = Learning Interpretable Spatial Operations in a Rich 3D Blocks World, authors = Yonatan Bisk and Kevin Shih and Yejin Choi and Daniel Marcu, year = 2018, booktitle = Proceedings of the Thirty-Second Conference on Artificial Intelligence (AAAI-18), URL = https://yonatanbisk.com/papers/2018-AAAI.pdf, }
@inproceedings{Matuszek2018, title = Grounded Language Learning: Where Robotics and NLP Meet, authors = Cynthia Matuszek, year = 2018, booktitle = Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18), pages = 5687 -- 5691, URL = https://www.ijcai.org/proceedings/2018/0810.pdf, }
@inproceedings{Vilnis2018, title = {Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures}, authors = Luke Vilnis and Xiang Li and Shikhar Murty and Andrew McCallum, year = 2018, booktitle = ACL 2018 camera-ready version, 14 pages including appendices, month = 05, URL = https://arxiv.org/abs/1805.06627, }
@inproceedings{Thorne2018, title = {FEVER: a large-scale dataset for Fact Extraction and VERification}, authors = James Thorne and Andreas Vlachos and Christos Christodoulopoulos and Arpit Mittal, year = 2018, booktitle = NAACL2018, month = 03, URL = https://arxiv.org/abs/1803.05355, }
@article{Tran2018, title = {The Importance of Being Recurrent for Modeling Hierarchical Structure}, authors = Ke Tran and Arianna Bisazza and Christof Monz, year = 2018, month = 03, URL = https://arxiv.org/abs/1803.03585, }
@inproceedings{Cirik2018, title = {Using Syntax to Ground Referring Expressions in Natural Images}, authors = Volkan Cirik and Taylor Berg-Kirkpatrick and Louis-Philippe Morency, year = 2018, booktitle = AAAI 2018, month = 05, URL = https://arxiv.org/abs/1805.10547v1, }
@inproceedings{Xie2018, title = Rethinking Spatiotemporal Feature Learning For Video Understanding, authors = Saining Xie and Chen Sun and Jonathan Huang and Zhuowen Tu and Kevin Murphy, year = 2018, booktitle = ECCV, URL = https://arxiv.org/abs/1712.04851v1, }
@inproceedings{Park2018, title = Learning Procedures from Text: Codifying How-to Procedures in Deep Neural Networks, authors = Hogun Park and Hamid Reza Motahari Nezhad, year = 2018, booktitle = WWW '18 Companion, URL = hogunpark.com/papers/www2018-procedure.pdf, }
@inproceedings{Huang2018, title = Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos, authors = De-An Huang and Shyamal Buch and Lucio Dery and Animesh Garg and Li Fei-Fei and Juan Carlos Niebles, year = 2018, booktitle = CVPR, }
@article{Zhang2018, title = {Self-Attention Generative Adversarial Networks}, authors = Han Zhang and Ian Goodfellow and Dimitris Metaxas and Augustus Odena, year = 2018, month = 05, URL = https://arxiv.org/abs/1805.08318, }
@inproceedings{Yang2018, title = Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition, authors = Jianwei Yang and Jiasen Lu and Stefan Lee and Dhruv Batra and Devi Parikh, year = 2018, booktitle = Conference on Robot Learning (CoRL), URL = https://arxiv.org/abs/1810.00912, }
@article{Pearl2018, title = Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution, authors = Judea Pearl, year = 2018, journal = University of California, Los Angeles, month = January, URL = http://ftp.cs.ucla.edu/pub/stat_ser/r475.pdf, }
@inproceedings{Zhang2018, title = {Learning to Count Objects in Natural Images for Visual Question Answering}, authors = Yan Zhang and Jonathon Hare and Adam Pr{\"u}gel-Bennett, year = 2018, booktitle = ICLR 2018, month = 02, URL = https://arxiv.org/abs/1802.05766v1, }
@article{Gao2018, title = {Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers}, authors = Ji Gao and Jack Lanchantin and Mary Lou Soffa and Yanjun Qi, year = 2018, month = 01, URL = https://arxiv.org/abs/1801.04354, }
@article{Lample2018, title = {Phrase-Based \\& Neural Unsupervised Machine Translation}, authors = Guillaume Lample and Myle Ott and Alexis Conneau and Ludovic Denoyer and Marc'Aurelio Ranzato, year = 2018, month = 04, URL = https://arxiv.org/abs/1804.07755, }
@article{Mania2018, title = {Simple random search provides a competitive approach to reinforcement learning}, authors = Horia Mania and Aurelia Guy and Benjamin Recht, year = 2018, month = 03, URL = https://arxiv.org/abs/1803.07055, }
@inproceedings{Spithourakis2018, title = Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers, authors = Georgios Spithourakis and Sebastian Riedel, year = 2018, booktitle = Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = July, pages = 2104--2115, URL = http://www.aclweb.org/anthology/P18-1196, }
@article{Tassa2018, title = DeepMind Control Suite, authors = Yuval Tassa and Yotam Doron and Alistair Muldal and Tom Erez and Yazhe Li and Diego de Las Casas and David Budden and Abbas Abdolmaleki and Josh Merel and Andrew Lefrancq and Timothy Lillicrap and Martin Riedmiller, year = 2018, month = January, URL = https://arxiv.org/abs/1801.00690v1, }
@inproceedings{Florensa2018, title = {Self-supervised Learning of Image Embedding for Continuous Control}, authors = Carlos Florensa and Jonas Degrave and Nicolas Heess and Jost Tobias Springenberg and Martin Riedmiller, year = 2018, booktitle = NeurIPS, month = 01, URL = https://arxiv.org/abs/1901.00943, }
@inproceedings{Cotterell2018, title = Are All Languages Equally Hard to Language-Model?, authors = Ryan Cotterell and Sebastian J. Mielke and Jason Eisner and Brian Roark, year = 2018, booktitle = Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), month = jun, URL = http://cs.jhu.edu/~jason/papers/#cotterell-et-al-2018-lm, }
@inproceedings{Donlon2018, title = {GelSlim: A High-Resolution, Compact, Robust, and Calibrated Tactile-sensing Finger}, authors = Elliott Donlon and Siyuan Dong and Melody Liu and Jianhua Li and Edward Adelson and Alberto Rodriguez, year = 2018, booktitle = IEEE IROS 2018. 9 pages, month = 03, URL = https://arxiv.org/abs/1803.00628, }
@inproceedings{Khashabi2018, title = Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences, authors = Daniel Khashabi and Snigdha Chaturvedi and Michael Roth and Shyam Upadhyay and Dan Roth, year = 2018, booktitle = Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), month = June, pages = 252--262, URL = http://www.aclweb.org/anthology/N18-1023, }
@article{Kollar2018, title = Generalized Grounding Graphs: A Probabilistic Framework for Understanding Grounded Commands, authors = Thomas Kollar and Stefanie Tellex and Matthew Walter and Albert Huang and Abraham Bachrach and Sachi Hemachandra and Emma Brunskill and Ashis Banerjee and Deb Roy and Seth Teller and Nicholas Roy, year = 2018, journal = Journal of Artificial Intelligence Research, URL = https://arxiv.org/abs/1712.01097v1, }
@inproceedings{Kim2018, title = {Semi-Amortized Variational Autoencoders}, authors = Yoon Kim and Sam Wiseman and Andrew C. Miller and David Sontag and Alexander M. Rush, year = 2018, booktitle = ICML 2018, month = 02, URL = https://arxiv.org/abs/1802.02550, }
@inproceedings{Hu2018, title = Explainable Neural Computation via Stack Neural Module Networks, authors = Ronghang Hu and Jacob Andreas and Trevor Darrell and Kate Saenko, year = 2018, booktitle = ECCV, }
@inproceedings{Xia2018, title = {Gibson Env: Real-World Perception for Embodied Agents}, authors = Fei Xia and Amir Zamir and Zhi-Yang He and Alexander Sax and Jitendra Malik and Silvio Savarese, year = 2018, booktitle = Access the code, dataset, and project website at http://gibsonenv.vision/ . CVPR 2018, month = 08, URL = https://arxiv.org/abs/1808.10654v1, }
@inproceedings{Zamir2018, title = {Taskonomy: Disentangling Task Transfer Learning}, authors = Amir Zamir and Alexander Sax and William Shen and Leonidas Guibas and Jitendra Malik and Silvio Savarese, year = 2018, booktitle = CVPR, month = 04, URL = https://arxiv.org/abs/1804.08328, }
@inproceedings{Jain2018, title = {Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering}, authors = Unnat Jain and Svetlana Lazebnik and Alexander Schwing, year = 2018, booktitle = CVPR, month = 03, URL = https://arxiv.org/abs/1803.11186, }
@article{Neitz2018, title = {Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models}, authors = Alexander Neitz and Giambattista Parascandolo and Stefan Bauer and Bernhard Sch{\"o}lkopf, year = 2018, month = 08, URL = https://arxiv.org/abs/1808.04768, }
@article{Recht2018, title = {Do CIFAR-10 Classifiers Generalize to CIFAR-10?}, authors = Benjamin Recht and Rebecca Roelofs and Ludwig Schmidt and Vaishaal Shankar, year = 2018, month = 06, URL = https://arxiv.org/abs/1806.00451, }
@inproceedings{Hessel2018, title = {Rainbow: Combining Improvements in Deep Reinforcement Learning}, authors = Matteo Hessel and Joseph Modayil and Hado van Hasselt and Tom Schaul and Georg Ostrovski and Will Dabney and Dan Horgan and Bilal Piot and Mohammad Azar and David Silver, year = 2018, booktitle = AAAI, month = 2, URL = https://arxiv.org/abs/1710.02298, }
@article{Subakan2018, title = {Learning the Base Distribution in Implicit Generative Models}, authors = Cem Subakan and Oluwasanmi Koyejo and Paris Smaragdis, year = 2018, month = 03, URL = https://arxiv.org/abs/1803.04357, }
@inproceedings{Gururangan2018, title = Annotation Artifacts in Natural Language Inference Data, authors = Suchin Gururangan and Swabha Swayamdipta and Omer Levy and Roy Schwartz and Samuel Bowman and Noah A. Smith, year = 2018, booktitle = Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), month = jun, pages = 107--112, doi = 10.18653/v1/N18-2017, URL = https://www.aclweb.org/anthology/N18-2017, }
@article{Metz2018, title = {Learning Unsupervised Learning Rules}, authors = Luke Metz and Niru Maheswaranathan and Brian Cheung and Jascha Sohl-Dickstein, year = 2018, month = 03, URL = https://arxiv.org/abs/1804.00222, }
@article{Yang2018, title = Predicting FAD Interacting Residues with Feature Selection and Comprehensive Sequence Descriptors, authors = R. Yang and C. Zhang and R. Gao and L. Zhang and Q. Song, year = 2018, journal = IEEE/ACM Transactions on Computational Biology and Bioinformatics, doi = 10.1109/TCBB.2018.2824332, }
@inproceedings{Dai2018, title = {Syntax-Directed Variational Autoencoder for Structured Data}, authors = Hanjun Dai and Yingtao Tian and Bo Dai and Steven Skiena and Le Song, year = 2018, booktitle = to appear in ICLR 2018, month = 02, URL = https://arxiv.org/abs/1802.08786, }
@inproceedings{Sharma2018, title = Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning, authors = Piyush Sharma and Nan Ding and Sebastian Goodman and Radu Soricut, year = 2018, booktitle = Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), month = jul, pages = 2556--2565, doi = 10.18653/v1/P18-1238, URL = https://www.aclweb.org/anthology/P18-1238, }
@article{Fong2018, title = {Seven Sketches in Compositionality: An Invitation to Applied Category Theory}, authors = Brendan Fong and David I Spivak, year = 2018, month = 03, URL = https://arxiv.org/abs/1803.05316, }
@inproceedings{Riedmiller2018, title = {Learning by Playing - Solving Sparse Reward Tasks from Scratch}, authors = Martin Riedmiller and Roland Hafner and Thomas Lampe and Michael Neunert and Jonas Degrave and Tom Van de Wiele and Volodymyr Mnih and Nicolas Heess and Jost Tobias Springenberg, year = 2018, booktitle = A video of the rich set of learned behaviours can be found at https://youtu.be/mPKyvocNe_M, month = 02, URL = https://arxiv.org/abs/1802.10567, }
@article{Neyshabur2018, title = {Towards Understanding the Role of Over-Parametrization in Generalization of Neural Networks}, authors = Behnam Neyshabur and Zhiyuan Li and Srinadh Bhojanapalli and Yann LeCun and Nathan Srebro, year = 2018, month = 05, URL = https://arxiv.org/abs/1805.12076, }
@article{Liang2018, title = {Adding One Neuron Can Eliminate All Bad Local Minima}, authors = Shiyu Liang and Ruoyu Sun and Jason D. Lee and R. Srikant, year = 2018, month = 05, URL = https://arxiv.org/abs/1805.08671, }
@inproceedings{Lipton2018, title = {Troubling Trends in Machine Learning Scholarship}, authors = Zachary C. Lipton and Jacob Steinhardt, year = 2018, booktitle = ICML 2018: The Debates, month = 07, URL = https://arxiv.org/abs/1807.03341, }
@inproceedings{Fox2018, title = Parametrized Hierarchical Procedures for Neural Programming, authors = Roy Fox and Richard Shin and Sanjay Krishnan and Ken Goldberg and Dawn Song and Ion Stoica, year = 2018, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@inproceedings{Thomason2018, title = Guiding Exploratory Behaviors for Multi-Modal Grounding of Linguistic Descriptions, authors = Jesse Thomason and Jivko Sinapov and Raymond J. Mooney and Peter Stone, year = 2018, booktitle = AAAI, URL = https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16512/16108, }
@inproceedings{Perera2018, title = Multi-Task Learning for parsing the Alexa Meaning Representation Language, authors = Vittorio Perera and Tagyoung Chung and Thomas Kollar and Emma Strubell, year = 2018, booktitle = AAAI, URL = http://www.tkollar.com/site/papers/pererv-aaai18.pdf, }
@article{Radford2018, title = Improving Language Understanding by Generative Pre-Training, authors = Alec Radford and Karthik Narasimhan and Tim Salimans and Ilya Sutskever, year = 2018, URL = https://openai.com/blog/language-unsupervised/, }
@article{Clark2018, title = {Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge}, authors = Peter Clark and Isaac Cowhey and Oren Etzioni and Tushar Khot and Ashish Sabharwal and Carissa Schoenick and Oyvind Tafjord, year = 2018, month = 03, URL = https://arxiv.org/abs/1803.05457, }
@article{Clark2018, title = {What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text}, authors = Peter Clark and Bhavana Dalvi and Niket Tandon, year = 2018, month = 04, URL = https://arxiv.org/abs/1804.05435v1, }
@inproceedings{Aly2018, title = Towards Understanding Object-Directed Actions: A Generative Model for Grounding Syntactic Categories of Speech Through Visual Perception, authors = Amir Aly and Tadahiro Taniguchi, year = 2018, booktitle = 2018 IEEE International Conference on Robotics and Automation (ICRA), month = May, pages = 7143 -- 7150, }
@article{Garnelo2018, title = {Neural Processes}, authors = Marta Garnelo and Jonathan Schwarz and Dan Rosenbaum and Fabio Viola and Danilo J. Rezende and S. M. Ali Eslami and Yee Whye Teh, year = 2018, month = 07, URL = https://arxiv.org/abs/1807.01622, }
@inproceedings{Gopalan2018, title = Sequence-to-Sequence Language Grounding of Non-Markovian Task Specifications, authors = Nakul Gopalan and Dilip Arumugam and Lawson L. S. Wong and Stefanie Tellex, year = 2018, booktitle = Robotics: Science and Systems, }
@inproceedings{Yi2018, title = {Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding}, authors = Kexin Yi and Jiajun Wu and Chuang Gan and Antonio Torralba and Pushmeet Kohli and Joshua B. Tenenbaum, year = 2018, booktitle = NIPS, month = 10, URL = https://arxiv.org/abs/1810.02338v1, }
@article{Gauthier2018, title = {Word learning and the acquisition of syntactic--semantic overhypotheses}, authors = Jon Gauthier and Roger Levy and Joshua B. Tenenbaum, year = 2018, month = 05, URL = https://arxiv.org/abs/1805.04988, }
@inproceedings{Toussaint2018, title = Differentiable Physics and Stable Modes for Tool-Use and Manipulation Planning, authors = Marc Toussaint and Kelsey R Allen and Kevin A Smith and Joshua B Tenenbaum, year = 2018, booktitle = Robotics: Science and Systems, month = June, URL = http://www.roboticsproceedings.org/rss14/p44.pdf, }
@article{Hengst2018, title = {Perceptual Context in Cognitive Hierarchies}, authors = Bernhard Hengst and Maurice Pagnucco and David Rajaratnam and Claude Sammut and Michael Thielscher, year = 2018, month = 01, URL = https://arxiv.org/abs/1801.02270v1, }
@phdthesis{Thomason2018, title = Continually Improving Grounded Natural Language Understanding through Human-Robot Dialog, authors = Jesse Thomason, year = 2018, school = The University of Texas at Austin, month = May, URL = http://www.cs.utexas.edu/users/ml/papers/thomason.thesis18.pdf, }
@article{Wu2018, title = Building Generalizable Agents with a Realistic and Rich 3D Environment, authors = Yi Wu and Yuxin Wu and Georgia Gkioxari and Yuandong Tian, year = 2018, month = January, URL = https://arxiv.org/abs/1801.02209v1, }
@article{Iyengar2018, title = {A dataset of 40K naturalistic 6-degree-of-freedom robotic grasp demonstrations}, authors = Rajan Iyengar and Victor Reyes Osorio and Presish Bhattachan and Adrian Ragobar and Bryan Tripp, year = 2018, month = 12, URL = https://arxiv.org/abs/1812.11683, }
@article{C\^ot\'e2018, title = TextWorld: A Learning Environment for Text-based Games, authors = Marc-Alexandre C\^ot\'e and \'Akos K\'ad\'ar and Xingdi Yuan and Ben Kybartas and Tavian Barnes and Emery Fine and James Moore and Ruo Yu Tao and Matthew Hausknecht and Layla El Asri and Mahmoud Adada and Wendy Tay and Adam Trischler, year = 2018, journal = ArXiv, volume = abs/1806.11532, }
@article{Kumar2018, title = {Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs}, authors = Sachin Kumar and Yulia Tsvetkov, year = 2018, month = 12, URL = https://arxiv.org/abs/1812.04616, }
@article{Evans2018, title = Evidence for a mental health crisis in graduate education, authors = Teresa M Evans and Lindsay Bira and Jazmin Beltran Gastelum and L Todd Weiss and Nathan L Vanderford, year = 2018, journal = Nature Biotechnology, pages = 282--284, volume = 36, URL = https://www.nature.com/articles/nbt.4089, }
@article{Neklyudov2018, title = {Variance Networks: When Expectation Does Not Meet Your Expectations}, authors = Kirill Neklyudov and Dmitry Molchanov and Arsenii Ashukha and Dmitry Vetrov, year = 2018, month = 03, URL = https://arxiv.org/abs/1803.03764, }
@inproceedings{Guo2018, title = Long Text Generation via Adversarial Training with Leaked Information, authors = Jiaxian Guo and Sidi Lu and Han Cai and Weinan Zhang and Yong Yu and Jun Wang, year = 2018, booktitle = AAAI, URL = https://arxiv.org/abs/1709.08624, }
@article{Azulay2018, title = {Why do deep convolutional networks generalize so poorly to small image transformations?}, authors = Aharon Azulay and Yair Weiss, year = 2018, month = 05, URL = https://arxiv.org/abs/1805.12177, }
@inproceedings{Cohen2018, title = {Spherical CNNs}, authors = Taco S. Cohen and Mario Geiger and Jonas Koehler and Max Welling, year = 2018, booktitle = Proceedings of the 6th International Conference on Learning Representations (ICLR), 2018, month = 01, URL = https://arxiv.org/abs/1801.10130, }
@article{Izmailov2018, title = {Averaging Weights Leads to Wider Optima and Better Generalization}, authors = Pavel Izmailov and Dmitrii Podoprikhin and Timur Garipov and Dmitry Vetrov and Andrew Gordon Wilson, year = 2018, month = 03, URL = https://arxiv.org/abs/1803.05407, }
@inproceedings{Damen2018, title = Scaling Egocentric Vision: The EPIC-KITCHENS Dataset, authors = Dima Damen and Hazel Doughty and Giovanni Maria Farinella and Sanja Fidler and Antonino Furnari and Evangelos Kazakos and Davide Moltisanti and Jonathan Munro and Toby Perrett and Will Price and Michael Wray, year = 2018, booktitle = European Conference on Computer Vision (ECCV), URL = https://epic-kitchens.github.io/2018, }
@article{Liu2018, title = {Explainability by Parsing: Neural Module Tree Networks for Natural Language Visual Grounding}, authors = Daqing Liu and Hanwang Zhang and Zheng-Jun Zha and Feng Wu, year = 2018, month = 12, URL = https://arxiv.org/abs/1812.03299, }
@inproceedings{Yu2018, title = {Interactive Grounded Language Acquisition and Generalization in a 2D World}, authors = Haonan Yu and Haichao Zhang and Wei Xu, year = 2018, booktitle = ICLR, month = 01, URL = https://arxiv.org/abs/1802.01433, }
@inproceedings{Chai2018, title = Language to Action: Towards Interactive Task Learning with Physical Agents, authors = Joyce Y Chai and Qiaozi Gao and Lanbo She and Shaohua Yang and Sari Saba-Sadiya and Guangyue Xu, year = 2018, booktitle = Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18), pages = 2 -- 9, URL = https://www.ijcai.org/proceedings/2018/0001.pdf, }
@inproceedings{Weiss2018, title = {On the Practical Computational Power of Finite Precision RNNs for Language Recognition}, authors = Gail Weiss and Yoav Goldberg and Eran Yahav, year = 2018, booktitle = ACL, month = 05, URL = https://arxiv.org/abs/1805.04908, }
@article{Liu2018, title = {DARTS: Differentiable Architecture Search}, authors = Hanxiao Liu and Karen Simonyan and Yiming Yang, year = 2018, month = 06, URL = https://arxiv.org/abs/1806.09055, }
@inproceedings{Yatskar2018, title = {A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC}, authors = Mark Yatskar, year = 2018, booktitle = Camera Ready Presented at NAACL '19, month = 09, URL = https://arxiv.org/abs/1809.10735, }
@inproceedings{Peters2018, title = {Dissecting Contextual Word Embeddings: Architecture and Representation}, authors = Matthew E. Peters and Mark Neumann and Luke Zettlemoyer and Wen-tau Yih, year = 2018, booktitle = EMNLP 2018, month = 08, URL = https://arxiv.org/abs/1808.08949v1, }
@inproceedings{Liu2018, title = An intriguing failing of convolutional neural networks and the coordconv solution, authors = Rosanne Liu and Joel Lehman and Piero Molino and Felipe Petroski Such and Eric Frank and Alex Sergeev and Jason Yosinski, year = 2018, booktitle = Proceedings of the 32nd International Conference on Neural Information Processing Systems, pages = 9628-9639, }
@inproceedings{Bambach2018, title = Toddler-Inspired Visual Object Learning, authors = Sven Bambach and David Crandall and Linda Smith and Chen Yu, year = 2018, booktitle = Advances in Neural Information Processing Systems 31, pages = 1201--1210, URL = http://papers.nips.cc/paper/7396-toddler-inspired-visual-object-learning.pdf, }
@inproceedings{Peters2018, title = {Deep contextualized word representations}, authors = Matthew E. Peters and Mark Neumann and Mohit Iyyer and Matt Gardner and Christopher Clark and Kenton Lee and Luke Zettlemoyer, year = 2018, booktitle = NAACL 2018, month = 02, URL = https://arxiv.org/abs/1802.05365, }
@inproceedings{Choi2018, title = {Q}u{AC}: Question Answering in Context, authors = Eunsol Choi and He He and Mohit Iyyer and Mark Yatskar and Wen-tau Yih and Yejin Choi and Percy Liang and Luke Zettlemoyer, year = 2018, booktitle = Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, URL = https://www.aclweb.org/anthology/D18-1241, }
@article{Hong2018, title = Learning to Compose and Reason with Language Tree Structures for Visual Grounding, authors = Richard Hong and Daqing Liu and Xiaoyu Mo and Xiangnan He and Hanwang Zhang, year = 2018, journal = {IEEE} Transactions on Pattern Analysis and Machine Intelligence, month = August, number = 8, volume = 14, URL = https://ieeexplore.ieee.org/abstract/document/8691415, }
@article{You2018, title = {GOLabeler: improving sequence-based large-scale protein function prediction by learning to rank}, authors = Ronghui You and Zihan Zhang and Yi Xiong and Fengzhu Sun and Hiroshi Mamitsuka and Shanfeng Zhu, year = 2018, journal = Bioinformatics, month = 03, number = 14, pages = 2465-2473, volume = 34, doi = 10.1093/bioinformatics/bty130, URL = https://doi.org/10.1093/bioinformatics/bty130, }
@inproceedings{Suhr2019, title = A Corpus for Reasoning about Natural Language Grounded in Photographs, authors = Alane Suhr and Stephanie Zhou and Ally Zhang and Iris Zhang and Huajun Bai and Yoav Artzi, year = 2019, booktitle = Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 6418--6428, doi = 10.18653/v1/P19-1644, URL = https://www.aclweb.org/anthology/P19-1644, }
@inproceedings{Blukis2019, title = Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight, authors = Valts Blukis and Yannick Terme and Eyvind Niklasson and Ross A. Knepper and Yoav Artzi, year = 2019, booktitle = Conference on Robot Learning (CoRL), }
@article{Ilharco2019, title = {Large-scale representation learning from visually grounded untranscribed speech}, authors = Gabriel Ilharco and Yuan Zhang and Jason Baldridge, year = 2019, journal = arXiv:1909.08782, month = 09, URL = https://arxiv.org/abs/1909.08782, }
@inproceedings{Tan2019, title = {Expressing Visual Relationships via Language}, authors = Hao Tan and Franck Dernoncourt and Zhe Lin and Trung Bui and Mohit Bansal, year = 2019, booktitle = ACL 2019 (11 pages), month = 06, URL = https://arxiv.org/abs/1906.07689, }
@inproceedings{Lei2019, title = TVQA+: Spatio-Temporal Grounding for Video Question Answering, authors = Jie Lei and Licheng Yu and Tamara L Berg and Mohit Bansal, year = 2019, booktitle = Tech Report, arXiv, }
@inproceedings{Tan2019, title = {LXMERT: Learning Cross-Modality Encoder Representations from Transformers}, authors = Hao Tan and Mohit Bansal, year = 2019, booktitle = EMNLP, month = 08, URL = https://arxiv.org/abs/1908.07490, }
@inproceedings{Yu2019, title = {Multi-Target Embodied Question Answering}, authors = Licheng Yu and Xinlei Chen and Georgia Gkioxari and Mohit Bansal and Tamara L. Berg and Dhruv Batra, year = 2019, booktitle = 10 pages, 6 figures, month = 04, URL = https://arxiv.org/abs/1904.04686v1, }
@inproceedings{Wijmans2019, title = {Embodied Question Answering in Photorealistic Environments with Point Cloud Perception}, authors = Erik Wijmans and Samyak Datta and Oleksandr Maksymets and Abhishek Das and Georgia Gkioxari and Stefan Lee and Irfan Essa and Devi Parikh and Dhruv Batra, year = 2019, booktitle = CVPR, month = 04, URL = https://arxiv.org/abs/1904.03461, }
@article{Savva2019, title = {Habitat: A Platform for Embodied AI Research}, authors = Manolis Savva and Abhishek Kadian and Oleksandr Maksymets and Yili Zhao and Erik Wijmans and Bhavana Jain and Julian Straub and Jia Liu and Vladlen Koltun and Jitendra Malik and Devi Parikh and Dhruv Batra, year = 2019, month = 04, URL = https://arxiv.org/abs/1904.01201v1, }
@inproceedings{Savva2019, title = Habitat: A Platform for Embodied AI Research, authors = Manolis Savva and Abhishek Kadian and Oleksandr Maksymets and Yili Zhao and Erik Wijmans and Bhavana Jain and Julian Straub and Jia Liu and Vladlen Koltun and Jitendra Malik and Devi Parikh and Dhruv Batra, year = 2019, booktitle = International Conference on Computer Vision (ICCV), URL = https://research.fb.com/publications/habitat-a-platform-for-embodied-ai-research/, }
@inproceedings{Hahn2019, title = Character-based Surprisal as a Model of Reading Difficulty in the Presence of Errors, authors = Michael Hahn and Frank Keller and Yonatan Bisk and Yonatan Belinkov, year = 2019, booktitle = The 41st Annual Meeting of the Cognitive Science Society, URL = https://psyarxiv.com/zcwgn/, }
@inproceedings{Geva2019, title = Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets, authors = Mor Geva and Yoav Goldberg and Jonathan Berant, year = 2019, booktitle = EMNLP-IJCNLP, URL = https://arxiv.org/abs/1908.07898, }
@inproceedings{Talmor2019, title = {C}ommonsense{QA}: A Question Answering Challenge Targeting Commonsense Knowledge, authors = Alon Talmor and Jonathan Herzig and Nicholas Lourie and Jonatha Berant and Alon Talmor and Jonathan Herzig and Nicholas Lourie and Jonathan Berant, year = 2019, booktitle = Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), month = jun, pages = 4149--4158, URL = https://www.aclweb.org/anthology/N19-1421, }
@inproceedings{Gurari2019, title = VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People, authors = Danna Gurari and Qing Li and Chi Lin and Yinan Zhao and Anhong Guo and Abigale Stangl and Jeffrey P. Bigham, year = 2019, booktitle = CVPR 2019, }
@inproceedings{Matthews2019, title = {Word2vec to behavior: morphology facilitates the grounding of language in machines}, authors = David Matthews and Sam Kriegman and Collin Cappelle and Josh Bongard, year = 2019, booktitle = IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), month = 08, URL = https://arxiv.org/abs/1908.01211, }
@article{Wolf2019, title = HuggingFace's Transformers: State-of-the-art Natural Language Processing, authors = Thomas Wolf and Lysandre Debut and Victor Sanh and Julien Chaumond and Clement Delangue and Anthony Moi and Pierric Cistac and Tim Rault and Rémi Louf and Morgan Funtowicz and Jamie Brew, year = 2019, URL = https://arxiv.org/abs/1910.03771, }
@article{Bachman2019, title = {Learning Representations by Maximizing Mutual Information Across Views}, authors = Philip Bachman and R Devon Hjelm and William Buchwalter, year = 2019, month = 06, URL = https://arxiv.org/abs/1906.00910, }
@inproceedings{Li2019, title = {VisualBERT: A Simple and Performant Baseline for Vision and Language}, authors = Liunian Harold Li and Mark Yatskar and Da Yin and Cho-Jui Hsieh and Kai-Wei Chang, year = 2019, booktitle = Work in Progress, month = 08, URL = https://arxiv.org/abs/1908.03557, }
@article{Lample2019, title = Deep Learning for Symbolic Mathematics, authors = Guillaume Lample and François Charton, year = 2019, journal = arXiv:1912.01412, URL = https://arxiv.org/abs/1912.01412, }
@inproceedings{Liu2019, title = {CAGE: Context-Aware Grasping Engine}, authors = Weiyu Liu and Angel Daruna and Sonia Chernova, year = 2019, booktitle = 2020 International Conference on Robotics and Automation (ICRA 2020), month = 09, URL = https://arxiv.org/abs/1909.11142, }
@inproceedings{Nair2019, title = {Tool Macgyvering: Tool Construction Using Geometric Reasoning}, authors = Lakshmi Nair and Jonathan Balloch and Sonia Chernova, year = 2019, booktitle = International Conference on Robotics and Automation 2019, month = 02, URL = https://arxiv.org/abs/1902.03666, }
@inproceedings{Daruna2019, title = {RoboCSE: Robot Common Sense Embedding}, authors = Angel Daruna and Weiyu Liu and Zsolt Kira and Sonia Chernova, year = 2019, booktitle = ICRA, month = 03, URL = https://arxiv.org/abs/1903.00412, }
@inproceedings{Zellers2019, title = HellaSwag: Can a Machine Really Finish Your Sentence?, authors = Rowan Zellers and Ari Holtzman and Yonatan Bisk and Ali Farhadi and Yejin Choi, year = 2019, booktitle = Proceedings of the Association for Computational Linguistics, URL = https://rowanzellers.com/hellaswag/, }
@inproceedings{Zellers2019, title = Defending Against Neural Fake News, authors = Rowan Zellers and Ari Holtzman and Hannah Rashkin and Yonatan Bisk and Ali Farhadi and Franziska Roesner and Yejin Choi, year = 2019, booktitle = Thirty-third Conference on Neural Information Processing Systems, URL = https://arxiv.org/abs/1905.12616, }
@inproceedings{Sap2019, title = SocialIQA: Commonsense Reasoning about Social Interactions, authors = Maarten Sap and Hannah Rashkin and Derek Chen and Ronan LeBras and Yejin Choi, year = 2019, booktitle = EMNLP, month = 04, URL = https://arxiv.org/abs/1904.09728, }
@inproceedings{Forbes2019, title = Do Neural Language Representations Learn Physical Commonsense?, authors = Maxwell Forbes and Ari Holtzman and Yejin Choi, year = 2019, booktitle = Annual Conference of the Cognitive Science Society (CogSci 2019)The Proceedings of the 41st Annual Conference of the Cognitive Science Society (CogSci 2019), month = 08, URL = https://arxiv.org/abs/1908.02899v1, }
@article{Sakaguchi2019, title = WINOGRANDE: An Adversarial Winograd Schema Challenge at Scale, authors = Keisuke Sakaguchi and Ronan Le Bras and Chandra Bhagavatula and Yejin Choi, year = 2019, month = 07, URL = https://arxiv.org/abs/1907.10641, }
@inproceedings{Bosselut2019, title = {COMET: Commonsense Transformers for Automatic Knowledge Graph Construction}, authors = Antoine Bosselut and Hannah Rashkin and Maarten Sap and Chaitanya Malaviya and Asli Celikyilmaz and Yejin Choi, year = 2019, booktitle = Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), month = 06, URL = https://arxiv.org/abs/1906.05317, }
@inproceedings{Zellers2019, title = From Recognition to Cognition: Visual Commonsense Reasoning, authors = Rowan Zellers and Yonatan Bisk and Ali Farhadi and Yejin Choi, year = 2019, booktitle = The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), URL = http://visualcommonsense.com/, }
@inproceedings{Bisk2019, title = Benchmarking Hierarchical Script Knowledge, authors = Yonatan Bisk and Jan Buys and Karl Pichotta and Yejin Choi, year = 2019, booktitle = Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics, URL = https://www.aclweb.org/anthology/N19-1412/, }
@article{Claraco2019, title = A tutorial on SE(3) transformation parameterizations and on-manifold optimization, authors = Jos{\'e} Luis Blanco Claraco, year = 2019, journal = Universidad de M{\`a}alaga, month = 3, URL = http://ingmec.ual.es/~jlblanco/papers/jlblanco2010geometry3D_techrep.pdf, }
@book{Cohen2019, title = Bayesian Analysis in Natural Language Processing, Second Edition, authors = Shay Cohen, year = 2019, doi = 10.2200/S00905ED2V01Y201903HLT041, }
@inproceedings{Su2019, title = {VL-BERT: Pre-training of Generic Visual-Linguistic Representations}, authors = Weijie Su and Xizhou Zhu and Yue Cao and Bin Li and Lewei Lu and Furu Wei and Jifeng Dai, year = 2019, booktitle = Work in progress, month = 08, URL = https://arxiv.org/abs/1908.08530v1, }
@article{Materzynska2019, title = {Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks}, authors = Joanna Materzynska and Tete Xiao and Roei Herzig and Huijuan Xu and Xiaolong Wang and Trevor Darrell, year = 2019, journal = arXiv:1912.09930, month = 12, URL = https://arxiv.org/abs/1912.09930, }
@inproceedings{Herzig2019, title = Spatio-Temporal Action Graph Networks, authors = Roei Herzig and Elad Levi and Huijuan Xu and Hang Gao and Eli Brosh and Xiaolong Wang and Amir Globerson and Trevor Darrell, year = 2019, booktitle = The IEEE International Conference on Computer Vision (ICCV) Workshops, month = Oct, }
@inproceedings{Hafner2019, title = Learning Latent Dynamics for Planning from Pixels, authors = Danijar Hafner and Timothy Lillicrap and Ian Fischer and Ruben Villegas and David Ha and Honglak Lee and James Davidson, year = 2019, booktitle = International Conference on Machine Learning, pages = 2555--2565, }
@article{Zhang2019, title = {Multimodal Intelligence: Representation Learning, Information Fusion, and Applications}, authors = Chao Zhang and Zichao Yang and Xiaodong He and Li Deng, year = 2019, journal = arXiv:1911.03977, month = 11, URL = https://arxiv.org/abs/1911.03977, }
@article{Chen2019, title = {Multi-hop Question Answering via Reasoning Chains}, authors = Jifan Chen and Shih-ting Lin and Greg Durrett, year = 2019, journal = arXiv:1910.02610, month = 10, URL = https://arxiv.org/abs/1910.02610, }
@inproceedings{Pathak2019, title = Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity, authors = Deepak Pathak and Chris Lu and Trevor Darrell and Phillip Isola and Alexei A. Efros, year = 2019, booktitle = NeurIPS, URL = https://arxiv.org/abs/1902.05546, }
@inproceedings{Li2019, title = Specializing Word Embeddings (for Parsing) by Information Bottleneck, authors = Xiang Lisa Li and Jason Eisner, year = 2019, booktitle = Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), month = nov, pages = 2744--2754, doi = 10.18653/v1/D19-1276, URL = https://www.aclweb.org/anthology/D19-1276, }
@inproceedings{Lin2019, title = Neural Finite-State Transducers: Beyond Rational Relations, authors = Chu-Cheng Lin and Hao Zhu and Matthew R. Gormley and Jason Eisner, year = 2019, booktitle = Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), month = jun, pages = 272--283, URL = https://www.aclweb.org/anthology/N19-1024, }
@inproceedings{Nikolaus2019, title = Compositional Generalization in Image Captioning, authors = Mitja Nikolaus and Mostafa Abdou and Matthew Lamm and Rahul Aralikatte and Desmond Elliott, year = 2019, booktitle = CoNLL, URL = https://arxiv.org/abs/1909.04402, }
@article{Wijnen2019, title = Now We’re Talking: Learning by Explaining Your Reasoning to a Social Robot, authors = Frances M. Wijnen and Daniel P. Davison and Dennis Reidsma and Jan Van Der Meij and Vicky Charisi and Vanessa Evers, year = 2019, journal = J. Hum.-Robot Interact., month = dec, number = 1, volume = 9, doi = 10.1145/3345508, URL = https://doi.org/10.1145/3345508, }
@inproceedings{Mi2019, title = Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems, authors = Fei Mi and Minlie Huang and Jiyong Zhang and Boi Faltings, year = 2019, booktitle = IJCAI, URL = https://arxiv.org/abs/1905.05644, }
@inproceedings{Fang2019, title = Dynamics Learning with Cascaded Variational Inference for Multi-Step Manipulation, authors = Kuan Fang and Yuke Zhu and Animesh Garg and Silvio Savarese and Li Fei-Fei, year = 2019, booktitle = Conference on Robot Learning (CoRL), }
@inproceedings{Feldman2019, title = {Does Learning Require Memorization? A Short Tale about a Long Tail}, authors = Vitaly Feldman, year = 2019, booktitle = Added illustrations, significantly revised introduction, discussion and the section on memorization, month = 06, URL = https://arxiv.org/abs/1906.05271, }
@article{Takikawa2019, title = Gated-SCNN: Gated Shape CNNs for Semantic Segmentation, authors = Towaki Takikawa and David Acuna and Varun Jampani and Sanja Fidler, year = 2019, month = 07, URL = https://arxiv.org/abs/1907.05740, }
@inproceedings{Dasari2019, title = {RoboNet: Large-Scale Multi-Robot Learning}, authors = Sudeep Dasari and Frederik Ebert and Stephen Tian and Suraj Nair and Bernadette Bucher and Karl Schmeckpeper and Siddharth Singh and Sergey Levine and Chelsea Finn, year = 2019, booktitle = Conference on Robot Learning (CoRL), month = 10, URL = https://arxiv.org/abs/1910.11215, }
@article{Xie2019, title = {Improvisation through Physical Understanding: Using Novel Objects as Tools with Visual Foresight}, authors = Annie Xie and Frederik Ebert and Sergey Levine and Chelsea Finn, year = 2019, month = 04, URL = https://arxiv.org/abs/1904.05538, }
@article{Schmeckpeper2019, title = {Learning Predictive Models From Observation and Interaction}, authors = Karl Schmeckpeper and Annie Xie and Oleh Rybkin and Stephen Tian and Kostas Daniilidis and Sergey Levine and Chelsea Finn, year = 2019, journal = arXiv:1912.12773, month = 12, URL = https://arxiv.org/abs/1912.12773, }
@article{Jiang2019, title = {Language as an Abstraction for Hierarchical Deep Reinforcement Learning}, authors = Yiding Jiang and Shixiang Gu and Kevin Murphy and Chelsea Finn, year = 2019, month = 06, URL = https://arxiv.org/abs/1906.07343, }
@inproceedings{Mousavian2019, title = 6-DOF GraspNet: Variational Grasp Generation for Object Manipulation, authors = Arsalan Mousavian and Clemens Eppner and Dieter Fox, year = 2019, booktitle = ICCV, URL = https://arxiv.org/abs/1905.10520, }
@inproceedings{Walsman2019, title = Early Fusion for Goal Directed Robotic Vision, authors = Aaron Walsman and Yonatan Bisk and Saadia Gabriel and Dipendra Misra and Yoav Artzi and Yejin Choi and Dieter Fox, year = 2019, booktitle = Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, URL = https://arxiv.org/abs/1811.08824, }
@inproceedings{Paxton2019, title = Prospection: Interpretable Plans From Language By Predicting the Future, authors = Chris Paxton and Yonatan Bisk and Jesse Thomason and Arunkumar Byravan and Dieter Fox, year = 2019, booktitle = Proceedings of the International Conference on Robotics and Automation (ICRA), URL = https://arxiv.org/abs/1903.08309, }
@inproceedings{Xie2019, title = The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation, authors = Christopher Xie and Yu Xiang and Arsalan Mousavian and Dieter Fox, year = 2019, booktitle = Conference on Robot Learning (CoRL), URL = https://arxiv.org/abs/1907.13236, }
@inproceedings{Pierrot2019, title = Learning Compositional Neural Programs with Recursive Tree Search and Planning, authors = Thomas Pierrot and Guillaume Ligner and Scott E Reed and Olivier Sigaud and Nicolas Perrin and Alexandre Laterre and David Kas and Karim Beguir and Nando de Freitas, year = 2019, booktitle = Advances in Neural Information Processing Systems 32, pages = 14646--14656, URL = http://papers.nips.cc/paper/9608-learning-compositional-neural-programs-with-recursive-tree-search-and-planning.pdf, }
@article{Zhou2019, title = The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens, authors = Naihui Zhou and Yuxiang Jiang and Timothy R. Bergquist and Alexandra J. Lee and Balint Z. Kacsoh and Alex W. Crocker and Kimberley A. Lewis and George Georghiou and Huy N. Nguyen and Md Nafiz Hamid and Larry Davis and Tunca Dogan and Volkan Atalay and Ahmet S. Rifaioglu and Alperen Dalkıran and Rengul Cetin Atalay and Chengxin Zhang and Rebecca L. Hurto and Peter L. Freddolino and Yang Zhang and Prajwal Bhat and Fran Supek and José M. Fernández and Branislava Gemovic and Vladimir R. Perovic and Radoslav S. Davidović and Neven Sumonja and Nevena Veljkovic and Ehsaneddin Asgari and Mohammad R. K. Mofrad and Giuseppe Profiti and Castrense Savojardo and Pier Luigi Martelli and Rita Casadio and Florian Boecker and Heiko Schoof and Indika Kahanda and Natalie Thurlby and Alice C. McHardy and Alexandre Renaux and Rabie Saidi and Julian Gough and Alex A. Freitas and Magdalena Antczak and Fabio Fabris and Mark N. Wass and Jie Hou and Jianlin Cheng and Zheng Wang and Alfonso E. Romero and Alberto Paccanaro and Haixuan Yang and Tatyana Goldberg and Chenguang Zhao and Liisa Holm and Petri Törönen and Alan J. Medlar and Elaine Zosa and Itamar Borukhov and Ilya Novikov and Angela Wilkins and Olivier Lichtarge and Po-Han Chi and Wei-Cheng Tseng and Michal Linial and Peter W. Rose and Christophe Dessimoz and Vedrana Vidulin and Saso Dzeroski and Ian Sillitoe and Sayoni Das and Jonathan Gill Lees and David T. Jones and Cen Wan and Domenico Cozzetto and Rui Fa and Mateo Torres and Alex Warwick Vesztrocy and Jose Manuel Rodriguez and Michael L. Tress and Marco Frasca and Marco Notaro and Giuliano Grossi and Alessandro Petrini and Matteo Re and Giorgio Valentini and Marco Mesiti and Daniel B. Roche and Jonas Reeb and David W. Ritchie and Sabeur Aridhi and Seyed Ziaeddin Alborzi and Marie-Dominique Devignes and Da Chen Emily Koo and Richard Bonneau and Vladimir Gligorijević and Meet Barot and Hai Fang and Stefano Toppo and Enrico Lavezzo and Marco Falda and Michele Berselli and Silvio C. E. Tosatto and Marco Carraro and Damiano Piovesan and Hafeez Ur Rehman and Qizhong Mao and Shanshan Zhang and Slobodan Vucetic and Gage S. Black and Dane Jo and Erica Suh and Jonathan B. Dayton and Dallas J. Larsen and Ashton R. Omdahl and Liam J. McGuffin and Danielle A. Brackenridge and Patricia C. Babbitt and Jeffrey M. Yunes and Paolo Fontana and Feng Zhang and Shanfeng Zhu and Ronghui You and Zihan Zhang and Suyang Dai and Shuwei Yao and Weidong Tian and Renzhi Cao and Caleb Chandler and Miguel Amezola and Devon Johnson and Jia-Ming Chang and Wen-Hung Liao and Yi-Wei Liu and Stefano Pascarelli and Yotam Frank and Robert Hoehndorf and Maxat Kulmanov and Imane Boudellioua and Gianfranco Politano and Stefano Di Carlo and Alfredo Benso and Kai Hakala and Filip Ginter and Farrokh Mehryary and Suwisa Kaewphan and Jari Björne and Hans Moen and Martti E. E. Tolvanen and Tapio Salakoski and Daisuke Kihara and Aashish Jain and Tomislav Šmuc and Adrian Altenhoff and Asa Ben-Hur and Burkhard Rost and Steven E. Brenner and Christine A. Orengo and Constance J. Jeffery and Giovanni Bosco and Deborah A. Hogan and Maria J. Martin and Claire O’Donovan and Sean D. Mooney and Casey S. Greene and Predrag Radivojac and Iddo Friedberg, year = 2019, journal = Genome Biology, number = 1, pages = 244, volume = 20, URL = https://doi.org/10.1186/s13059-019-1835-8, }
@inproceedings{Schlag2019, title = Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving, authors = Imanol Schlag and Paul Smolensky and Roland Fernandez and Nebojsa Jojic and JÃŒrgen Schmidhuber and Jianfeng Gao, year = 2019, booktitle = Thirty-third Conference on Neural Information Processing Systems (NeurIPS) 2019, month = December, URL = https://www.microsoft.com/en-us/research/publication/enhancing-the-transformer-with-explicit-relational-encoding-for-math-problem-solving/, }
@inproceedings{Zhou2019, title = Unified Vision-Language Pre-Training for Image Captioning and VQA, authors = Luowei Zhou and Hamid Palangi and Lei Zhang and Houdong Hu and Jason J. Corso and Jianfeng Gao, year = 2019, booktitle = Thirty-Fourth AAAI Conference on Artificial Intelligence, URL = https://arxiv.org/abs/1909.11059, }
@inproceedings{Chen2019, title = Natural- to Formal-Language Generation using Tensor Product Representations, authors = Kezhen Chen and Qiuyuan Huang and Hamid Palangi and Paul Smolensky and Kenneth D. Forbus and Jianfeng Gao, year = 2019, booktitle = Thirty-third Conference on Neural Information Processing Systems (NeurIPS) 2019, month = December, URL = https://www.microsoft.com/en-us/research/publication/natural-to-formal-language-generation-using-tensor-product-representations/, }
@inproceedings{Wallace2019, title = Do NLP Models Know Numbers? Probing Numeracy in Embedding, authors = Eric Wallace and Yizhong Wang and Sujian Li and Sameer Singh and Matt Gardner, year = 2019, booktitle = EMNLP-IJCNLP, }
@article{Lázaro-Gredilla2019, title = Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs, authors = Miguel Lázaro-Gredilla and Dianhuan Lin and J. Swaroop Guntupalli and Dileep George, year = 2019, journal = Science Robotics, volume = 4, URL = https://robotics.sciencemag.org/content/4/26/eaav3150.full, }
@article{Bakhtin2019, title = PHYRE: A New Benchmark for Physical Reasoning, authors = Anton Bakhtin and Laurens van der Maaten and Justin Johnson and Laura Gustafson and Ross Girshick, year = 2019, URL = https://arxiv.org/abs/1908.05656, }
@inproceedings{Fu2019, title = {From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following}, authors = Justin Fu and Anoop Korattikara and Sergey Levine and Sergio Guadarrama, year = 2019, booktitle = ICLR, month = 02, URL = https://arxiv.org/abs/1902.07742v1, }
@article{Murali2019, title = {PyRobot: An Open-source Robotics Framework for Research and Benchmarking}, authors = Adithyavairavan Murali and Tao Chen and Kalyan Vasudev Alwala and Dhiraj Gandhi and Lerrel Pinto and Saurabh Gupta and Abhinav Gupta, year = 2019, month = 06, URL = https://arxiv.org/abs/1906.08236, }
@inproceedings{Freeman2019, title = Learning to Predict Without Looking Ahead: World Models Without Forward Prediction, authors = C. Daniel Freeman and Luke Metz and David Ha, year = 2019, booktitle = Thirty-third Conference on Neural Information Processing Systems, URL = https://arxiv.org/abs/1910.13038, }
@article{Qi2019, title = {REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments}, authors = Yuankai Qi and Qi Wu and Peter Anderson and Xin Wang and William Yang Wang and Chunhua Shen and Anton van den Hengel, year = 2019, journal = arXiv:1904.10151, month = 04, URL = https://arxiv.org/abs/1904.10151, }
@article{Kulmanov2019, title = {DeepGOPlus: improved protein function prediction from sequence}, authors = Maxat Kulmanov and Robert Hoehndorf, year = 2019, journal = Bioinformatics, month = 07, number = 2, pages = 422-429, volume = 36, doi = 10.1093/bioinformatics/btz595, URL = https://doi.org/10.1093/bioinformatics/btz595, }
@inproceedings{Gupta2019, title = {ViCo: Word Embeddings from Visual Co-occurrences}, authors = Tanmay Gupta and Alexander Schwing and Derek Hoiem, year = 2019, booktitle = ICCV, month = 08, URL = https://arxiv.org/abs/1908.08527, }
@article{Jaques2019, title = Physics-as-Inverse-Graphics: Joint Unsupervised Learning of Objects and Physics from Video, authors = Miguel Jaques and Michael Burke and Timothy Hospedales, year = 2019, journal = arXiv:1905.11169v1, URL = https://arxiv.org/abs/1905.11169v1, }
@inproceedings{Patki2019, title = {Inferring Compact Representations for Efficient Natural Language Understanding of Robot Instructions}, authors = Siddharth Patki and Andrea F. Daniele and Matthew R. Walter and Thomas M. Howard, year = 2019, booktitle = Accepted to ICRA 2019, month = 03, URL = https://arxiv.org/abs/1903.09243, }
@article{Vapnik2019, title = Rethinking statistical learning theory: learning using statistical invariants, authors = Vladimir Vapnik and Rauf Izmailov, year = 2019, journal = Machine Learning, number = 3, pages = 381--423, volume = 108, URL = https://doi.org/10.1007/s10994-018-5742-0, }
@article{Fayek2019, title = Temporal Reasoning via Audio Question Answering, authors = Haytham M. Fayek and Justin Johnson, year = 2019, URL = https://arxiv.org/abs/1911.09655, }
@article{Lample2019, title = Large Memory Layers with Product Keys, authors = Guillaume Lample and Alexandre Sablayrolles and Marc'Aurelio Ranzato and Ludovic Denoyer and Herv{\'e} J{\'e}gou, year = 2019, URL = https://arxiv.org/abs/1907.05242, }
@inproceedings{Hahn2019, title = Self-Routing Capsule Networks, authors = Taeyoung Hahn and Myeongjang Pyeon and Gunhee Kim, year = 2019, booktitle = Advances in Neural Information Processing Systems 32, pages = 7656--7665, URL = http://papers.nips.cc/paper/8982-self-routing-capsule-networks.pdf, }
@inproceedings{Zhou2019, title = {Does computer vision matter for action?}, authors = Brady Zhou and Philipp Kr{\"a}henb{\"u}hl and Vladlen Koltun, year = 2019, booktitle = Published in Science Robotics, 4(30), May 2019, month = 05, URL = https://arxiv.org/abs/1905.12887v1, }
@misc{Kroemer2019, title = A Review of Robot Learning for Manipulation: Challenges, Representations, and Algorithms, authors = Oliver Kroemer and Scott Niekum and George Konidaris, year = 2019, URL = https://arxiv.org/abs/1907.03146, }
@article{Gandhi2019, title = {Mutual exclusivity as a challenge for neural networks}, authors = Kanishk Gandhi and Brenden M. Lake, year = 2019, month = 06, URL = https://arxiv.org/abs/1906.10197, }
@article{Xie2019, title = Self-training with Noisy Student improves ImageNet classification, authors = Qizhe Xie and Eduard Hovy and Minh-Thang Luong and Quoc V. Le, year = 2019, URL = https://arxiv.org/abs/1911.04252, }
@misc{Tan2019, title = EfficientDet: Scalable and Efficient Object Detection, authors = Mingxing Tan and Ruoming Pang and Quoc V. Le, year = 2019, URL = https://arxiv.org/abs/1911.09070, }
@inproceedings{Tan2019, title = {EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks}, authors = Mingxing Tan and Quoc V. Le, year = 2019, booktitle = ICML, month = 05, URL = https://arxiv.org/abs/1905.11946, }
@article{Lu2019, title = {12-in-1: Multi-Task Vision and Language Representation Learning}, authors = Jiasen Lu and Vedanuj Goswami and Marcus Rohrbach and Devi Parikh and Stefan Lee, year = 2019, journal = arxiv:1912.02315, month = 12, URL = https://arxiv.org/abs/1912.02315, }
@article{Anderson2019, title = {Chasing Ghosts: Instruction Following as Bayesian State Tracking}, authors = Peter Anderson and Ayush Shrivastava and Devi Parikh and Dhruv Batra and Stefan Lee, year = 2019, month = 07, URL = https://arxiv.org/abs/1907.02022, }
@inproceedings{Lu2019, title = {ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks}, authors = Jiasen Lu and Dhruv Batra and Devi Parikh and Stefan Lee, year = 2019, booktitle = 11 pages, 5 figures, month = 08, URL = https://arxiv.org/abs/1908.02265, }
@article{Greff2019, title = {Multi-Object Representation Learning with Iterative Variational Inference}, authors = Klaus Greff and Rapha{\"e}l Lopez Kaufmann and Rishab Kabra and Nick Watters and Chris Burgess and Daniel Zoran and Loic Matthey and Matthew Botvinick and Alexander Lerchner, year = 2019, month = 03, URL = https://arxiv.org/abs/1903.00450, }
@article{Burgess2019, title = {MONet: Unsupervised Scene Decomposition and Representation}, authors = Christopher P. Burgess and Loic Matthey and Nicholas Watters and Rishabh Kabra and Irina Higgins and Matt Botvinick and Alexander Lerchner, year = 2019, month = 01, URL = https://arxiv.org/abs/1901.11390, }
@article{Wu2019, title = {LOGAN: Latent Optimisation for Generative Adversarial Networks}, authors = Yan Wu and Jeff Donahue and David Balduzzi and Karen Simonyan and Timothy Lillicrap, year = 2019, journal = arXiv:1912.00953, month = 12, URL = https://arxiv.org/abs/1912.00953, }
@article{Wang2019, title = {Learning Robust Global Representations by Penalizing Local Predictive Power}, authors = Haohan Wang and Songwei Ge and Eric P. Xing and Zachary C. Lipton, year = 2019, journal = arXiv:1905.13549, month = 05, URL = https://arxiv.org/abs/1905.13549, }
@article{Kumar2019, title = {Estimating Mass Distribution of Articulated Objects through Non-prehensile Manipulation}, authors = K. Niranjan Kumar and Irfan Essa and C. Karen Liu, year = 2019, journal = arXiv:1907.03964, month = 07, URL = https://arxiv.org/abs/1907.03964, }
@article{Raffel2019, title = {Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer}, authors = Colin Raffel and Noam Shazeer and Adam Roberts and Katherine Lee and Sharan Narang and Michael Matena and Yanqi Zhou and Wei Li and Peter J. Liu, year = 2019, month = 10, URL = https://arxiv.org/abs/1910.10683, }
@inproceedings{Shi2019, title = {Visually Grounded Neural Syntax Acquisition}, authors = Haoyue Shi and Jiayuan Mao and Kevin Gimpel and Karen Livescu, year = 2019, booktitle = To appear at ACL 2019, month = 06, URL = https://arxiv.org/abs/1906.02890v1, }
@article{Li2019, title = HAKE: Human Activity Knowledge Engine, authors = Yong-Lu Li and Liang Xu and Xinpeng Liu and Xijie Huang and Yue Xu and Mingyang Chen and Ze Ma and Shiyi Wang and Hao-Shu Fang and Cewu Lu, year = 2019, journal = arXiv:1904.06539, URL = https://arxiv.org/abs/1904.06539, }
@article{Ilyas2019, title = {Adversarial Examples Are Not Bugs, They Are Features}, authors = Andrew Ilyas and Shibani Santurkar and Dimitris Tsipras and Logan Engstrom and Brandon Tran and Aleksander Madry, year = 2019, journal = arXiv:1905.02175, month = 05, URL = https://arxiv.org/abs/1905.02175, }
@inproceedings{Qi2019, title = {Answering Complex Open-domain Questions Through Iterative Query Generation}, authors = Peng Qi and Xiaowen Lin and Leo Mehr and Zijian Wang and Christopher D. Manning, year = 2019, booktitle = EMNLP-IJCNLP 2019. Xiaowen Lin, Leo Mehr, and Zijian Wang contributed equally. GitHub: https://github.com/qipeng/golden-retriever, month = 10, URL = https://arxiv.org/abs/1910.07000, }
@inproceedings{Clark2019, title = {What Does BERT Look At? An Analysis of BERT's Attention}, authors = Kevin Clark and Urvashi Khandelwal and Omer Levy and Christopher D. Manning, year = 2019, booktitle = BlackBoxNLP 2019, month = 06, URL = https://arxiv.org/abs/1906.04341, }
@article{Reddy2019, title = {C}o{QA}: A Conversational Question Answering Challenge, authors = Siva Reddy and Danqi Chen and Christopher D. Manning, year = 2019, journal = Transactions of the Association for Computational Linguistics, month = mar, pages = 249--266, volume = 7, URL = https://www.aclweb.org/anthology/Q19-1016, }
@inproceedings{Hudson2019, title = {Learning by Abstraction: The Neural State Machine}, authors = Drew A. Hudson and Christopher D. Manning, year = 2019, booktitle = NeurIPS, month = 07, URL = https://arxiv.org/abs/1907.03950, }
@inproceedings{Hudson2019, title = {GQA: a new dataset for compositional question answering over real-world images}, authors = Drew A. Hudson and Christopher D. Manning, year = 2019, booktitle = CVPR, month = 02, URL = https://arxiv.org/abs/1902.09506v1, }
@article{Tennenholtz2019, title = {The Natural Language of Actions}, authors = Guy Tennenholtz and Shie Mannor, year = 2019, month = 02, URL = https://arxiv.org/abs/1902.01119, }
@article{Kaiser2019, title = {Model-Based Reinforcement Learning for Atari}, authors = Lukasz Kaiser and Mohammad Babaeizadeh and Piotr Milos and Blazej Osinski and Roy H Campbell and Konrad Czechowski and Dumitru Erhan and Chelsea Finn and Piotr Kozakowski and Sergey Levine and Ryan Sepassi and George Tucker and Henryk Michalewski, year = 2019, month = 03, URL = https://arxiv.org/abs/1903.00374, }
@article{Jolicoeur-Martineau2019, title = Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs, authors = Alexia Jolicoeur-Martineau and Ioannis Mitliagkas, year = 2019, URL = https://arxiv.org/abs/1910.06922, }
@inproceedings{Gao2019, title = Does My Rebuttal Matter? Insights from a Major {NLP} Conference, authors = Yang Gao and Steffen Eger and Ilia Kuznetsov and Iryna Gurevych and Yusuke Miyao, year = 2019, booktitle = Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), month = jun, pages = 1274--1290, URL = https://www.aclweb.org/anthology/N19-1129, }
@inproceedings{Thomason2019, title = Improving Grounded Natural Language Understanding through Human-Robot Dialog, authors = Jesse Thomason and Aishwarya Padmakumar and Jivko Sinapov and Nick Walker and Yuqian Jiang and Harel Yedidsion and Justin Hart and Peter Stone and Raymond J. Mooney, year = 2019, booktitle = International Conference on Robotics and Automation (ICRA), }
@article{Goyal2019, title = {Using Natural Language for Reward Shaping in Reinforcement Learning}, authors = Prasoon Goyal and Scott Niekum and Raymond J. Mooney, year = 2019, month = 03, URL = https://arxiv.org/abs/1903.02020, }
@inproceedings{Zadeh2019, title = Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence, authors = Amir Zadeh and Michael Chan and Paul Pu Liang and Edmund Tong and Louis-Philippe Morency, year = 2019, booktitle = The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), month = June, }
@article{Nguyen2019, title = {Deep Learning for Deepfakes Creation and Detection}, authors = Thanh Thi Nguyen and Cuong M. Nguyen and Dung Tien Nguyen and Duc Thanh Nguyen and Saeid Nahavandi, year = 2019, journal = arXiv:1909.11573, month = 09, URL = https://arxiv.org/abs/1909.11573, }
@inproceedings{Dasgupta2019, title = {Dynamic Attention Networks for Task Oriented Grounding}, authors = Soumik Dasgupta and Badri N. Patro and Vinay P. Namboodiri, year = 2019, booktitle = ICCV Workshop, month = 10, URL = https://arxiv.org/abs/1910.06315, }
@inproceedings{Chang2019, title = {Procedure Planning in Instructional Videos}, authors = Chien-Yi Chang and De-An Huang and Danfei Xu and Ehsan Adeli and Li Fei-Fei and Juan Carlos Niebles, year = 2019, booktitle = 10 pages, 4 figures, month = 07, URL = https://arxiv.org/abs/1907.01172, }
@inproceedings{Bugliarello2019, title = Improving Neural Machine Translation with Parent-Scaled Self-Attention, authors = Emanuele Bugliarello and Naoaki Okazaki, year = 2019, URL = https://arxiv.org/abs/1909.03149, }
@inproceedings{Vedantam2019, title = Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering, authors = Ramakrishna Vedantam and Karan Desai and Stefan Lee and Marcus Rohrbach and Dhruv Batra and Devi Parikh, year = 2019, booktitle = International Conference on Machine Learning, URL = https://arxiv.org/abs/1902.07864, }
@inproceedings{Mehta2019, title = Active Domain Randomization, authors = Bhairav Mehta and Manfred Diaz and Florian Golemo and Christopher Pal and Liam Paull, year = 2019, booktitle = CoRL, URL = https://arxiv.org/abs/1904.04762, }
@article{Kwiatkowski2019, title = Natural Questions: a Benchmark for Question Answering Research, authors = Tom Kwiatkowski and Jennimaria Palomaki and Olivia Redfield and Michael Collins and Ankur Parikh and Chris Alberti and Danielle Epstein and Illia Polosukhin and Jacob Devlin and Kenton Lee and Kristina Toutanova and Llion Jones and Matthew Kelcey and Ming-Wei Chang and Andrew Dai and Jakob Uszkoreit and Quoc Le and Slav Petrov, year = 2019, journal = Transactions of the Association for Computational Linguistics, pages = 452--466, volume = 7, URL = https://transacl.org/ojs/index.php/tacl/article/view/1455, }
@inproceedings{Ghandeharioun2019, title = Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems, authors = Asma Ghandeharioun and Judy Hanwen Shen and Natasha Jaques and Craig Ferguson and Noah Jones and Agata Lapedriza and Rosalind Picard, year = 2019, booktitle = NeurIPS, URL = https://arxiv.org/abs/1906.09308, }
@inproceedings{Shin2019, title = Program Synthesis and Semantic Parsing with Learned Code Idioms, authors = Eui Chul Shin and Miltiadis Allamanis and Marc Brockschmidt and Alex Polozov, year = 2019, booktitle = Advances in Neural Information Processing Systems 32, URL = http://papers.nips.cc/paper/9265-program-synthesis-and-semantic-parsing-with-learned-code-idioms, }
@inproceedings{Castro2019, title = {Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)}, authors = Santiago Castro and Devamanyu Hazarika and Ver{\'o}nica P{\'e}rez-Rosas and Roger Zimmermann and Rada Mihalcea and Soujanya Poria, year = 2019, booktitle = ACL, month = 06, URL = https://arxiv.org/abs/1906.01815, }
@inproceedings{Mehta2019, title = {DiCENet: Dimension-wise Convolutions for Efficient Networks}, authors = Sachin Mehta and Hannaneh Hajishirzi and Mohammad Rastegari, year = 2019, booktitle = 11 pages, 8 Figures, 4 Tables, month = 06, URL = https://arxiv.org/abs/1906.03516, }
@article{Ramanujan2019, title = What's Hidden in a Randomly Weighted Neural Network?, authors = Vivek Ramanujan and Mitchell Wortsman and Aniruddha Kembhavi and Ali Farhadi and Mohammad Rastegari, year = 2019, URL = https://arxiv.org/abs/1911.13299, }
@article{Alberti2019, title = {Fusion of Detected Objects in Text for Visual Question Answering}, authors = Chris Alberti and Jeffrey Ling and Michael Collins and David Reitter, year = 2019, month = 08, URL = https://arxiv.org/abs/1908.05054, }
@inproceedings{Petroni2019, title = Language Models as Knowledge Bases?, authors = Fabio Petroni and Tim Rocktäschel and Patrick Lewis and Anton Bakhtin and Yuxiang Wu and Alexander H. Miller and Sebastian Riedel, year = 2019, booktitle = EMNLP, URL = https://arxiv.org/abs/1909.01066, }
@inproceedings{Luketina2019, title = {A Survey of Reinforcement Learning Informed by Natural Language}, authors = Jelena Luketina and Nantas Nardelli and Gregory Farquhar and Jakob Foerster and Jacob Andreas and Edward Grefenstette and Shimon Whiteson and Tim Rockt{\"a}schel, year = 2019, booktitle = Published at IJCAI'19, month = 06, URL = https://arxiv.org/abs/1906.03926, }
@inproceedings{Singh2019, title = Towards VQA Models That Can Read, authors = Amanpreet Singh and Vivek Natarjan and Meet Shah and Yu Jiang and Xinlei Chen and Devi Parikh and Marcus Rohrbach, year = 2019, booktitle = Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages = 8317-8326, URL = https://arxiv.org/abs/1904.08920, }
@inproceedings{Elazar2019, title = How Large Are Lions? Inducing Distributions over Quantitative Attributes, authors = Yanai Elazar and Abhijit Mahabal and Deepak Ramachandran and Tania Bedrax-Weiss and Dan Roth, year = 2019, booktitle = ACL, }
@inproceedings{Zhou2019, title = {``}Going on a vacation{''} takes longer than {``}Going for a walk{''}: A Study of Temporal Commonsense Understanding, authors = Ben Zhou and Daniel Khashabi and Qiang Ning and Dan Roth, year = 2019, booktitle = Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), month = nov, pages = 3363--3369, doi = 10.18653/v1/D19-1332, URL = https://www.aclweb.org/anthology/D19-1332, }
@inproceedings{May2019, title = On Measuring Social Biases in Sentence Encoders, authors = Chandler May and Alex Wang and Shikha Bordia and Samuel R. Bowman and Rachel Rudinger, year = 2019, booktitle = Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), month = jun, pages = 622--628, doi = 10.18653/v1/N19-1063, URL = https://www.aclweb.org/anthology/N19-1063, }
@article{Marge2019, title = Miscommunication Detection and Recovery in Situated Human--Robot Dialogue, authors = Matthew Marge and Alexander I. Rudnicky, year = 2019, journal = ACM Transactions on Interactive Intelligent Systems (TiiS), month = February, number = 3, volume = 9, URL = https://dl.acm.org/citation.cfm?id, }
@article{Ziegler2019, title = {Latent Normalizing Flows for Discrete Sequences}, authors = Zachary M. Ziegler and Alexander M. Rush, year = 2019, month = 01, URL = https://arxiv.org/abs/1901.10548, }
@inproceedings{Kim2019, title = Compound Probabilistic Context-Free Grammars for Grammar Induction, authors = Yoon Kim and Chris Dyer and Alexander Rush, year = 2019, booktitle = Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 2369--2385, doi = 10.18653/v1/P19-1228, }
@article{Tsai2019, title = {Multimodal Transformer for Unaligned Multimodal Language Sequences}, authors = Yao-Hung Hubert Tsai and Shaojie Bai and Paul Pu Liang and J. Zico Kolter and Louis-Philippe Morency and Ruslan Salakhutdinov, year = 2019, month = 06, URL = https://arxiv.org/abs/1906.00295, }
@article{Sun2019, title = {VideoBERT: A Joint Model for Video and Language Representation Learning}, authors = Chen Sun and Austin Myers and Carl Vondrick and Kevin Murphy and Cordelia Schmid, year = 2019, month = 04, URL = https://arxiv.org/abs/1904.01766v1, }
@article{Sun2019, title = Learning Video Representations using Contrastive Bidirectional Transformer, authors = Chen Sun and Fabien Baradel and Kevin Murphy and Cordelia Schmid, year = 2019, URL = https://arxiv.org/abs/1906.05743, }
@inproceedings{Schmidhuber2019, title = {Unsupervised Minimax: Adversarial Curiosity, Generative Adversarial Networks, and Predictability Minimization}, authors = Juergen Schmidhuber, year = 2019, booktitle = 12 pages, 1 figure, 87 references, month = 06, URL = https://arxiv.org/abs/1906.04493, }
@inproceedings{Yang2019, title = A Mean Field Theory of Batch Normalization, authors = Greg Yang and Jeffrey Pennington and Vinay Rao and Jascha Sohl-Dickstein and Samuel S. Schoenholz, year = 2019, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@article{McClelland2019, title = {Extending Machine Language Models toward Human-Level Language Understanding}, authors = James L. McClelland and Felix Hill and Maja Rudolph and Jason Baldridge and Hinrich SchÃŒtze, year = 2019, journal = arXiv:1912.05877, month = 12, URL = https://arxiv.org/abs/1912.05877, }
@article{Ramachandran2019, title = {Stand-Alone Self-Attention in Vision Models}, authors = Prajit Ramachandran and Niki Parmar and Ashish Vaswani and Irwan Bello and Anselm Levskaya and Jonathon Shlens, year = 2019, month = 06, URL = https://arxiv.org/abs/1906.05909, }
@inproceedings{Miech2019, title = {HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips}, authors = Antoine Miech and Dimitri Zhukov and Jean-Baptiste Alayrac and Makarand Tapaswi and Ivan Laptev and Josef Sivic, year = 2019, booktitle = ICCV, month = 06, URL = https://arxiv.org/abs/1906.03327, }
@inproceedings{Serrano2019, title = {Is Attention Interpretable?}, authors = Sofia Serrano and Noah A. Smith, year = 2019, booktitle = ACL, month = 06, URL = https://arxiv.org/abs/1906.03731, }
@inproceedings{Ellis2019, title = Write, Execute, Assess: Program Synthesis with a REPL, authors = Kevin Ellis and Maxwell Nye and Yewen Pu and Felix Sosa and Josh Tenenbaum and Armando Solar-Lezama, year = 2019, booktitle = Advances in Neural Information Processing Systems 32, pages = 9165--9174, URL = http://papers.nips.cc/paper/9116-write-execute-assess-program-synthesis-with-a-repl.pdf, }
@inproceedings{Chen2019, title = Execution-Guided Neural Program Synthesis, authors = Xinyun Chen and Chang Liu and Dawn Song, year = 2019, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@inproceedings{Ma2019, title = A generative adversarial network for style modeling in a text-to-speech system, authors = Shuang Ma and Daniel Mcduff and Yale Song, year = 2019, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@inproceedings{Ma2019, title = Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck, authors = Shuang Ma and Daniel McDuff and Yale Song, year = 2019, booktitle = ICCV, URL = https://arxiv.org/abs/1908.07094v1, }
@inproceedings{Xu2019, title = {DensePhysNet: Learning Dense Physical Object Representations via Multi-step Dynamic Interactions}, authors = Zhenjia Xu and Jiajun Wu and Andy Zeng and Joshua B. Tenenbaum and Shuran Song, year = 2019, booktitle = RSS, month = 06, URL = https://arxiv.org/abs/1906.03853v2, }
@article{Lan2019, title = ALBERT: A Lite BERT for Self-supervised Learning of Language Representations, authors = Zhenzhong Lan and Mingda Chen and Sebastian Goodman and Kevin Gimpel and Piyush Sharma and Radu Soricut, year = 2019, URL = https://arxiv.org/abs/1909.11942v1, }
@inproceedings{Scalise2019, title = Improving Robot Success Detection using Static Object Data, authors = Rosario Scalise and Jesse Thomason and Yonatan Bisk and Siddhartha Srinivasa, year = 2019, booktitle = Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, URL = https://arxiv.org/abs/1904.01650, }
@article{Liu2019, title = {RoBERTa: A Robustly Optimized BERT Pretraining Approach}, authors = Yinhan Liu and Myle Ott and Naman Goyal and Jingfei Du and Mandar Joshi and Danqi Chen and Omer Levy and Mike Lewis and Luke Zettlemoyer and Veselin Stoyanov, year = 2019, month = 07, URL = https://arxiv.org/abs/1907.11692, }
@article{Silbiger2019, title = Unprofessional peer reviews disproportionately harm underrepresented groups in STEM, authors = Nyssa J. Silbiger and Amber D. Stubler, year = 2019, journal = PeerJ, month = dec, pages = e8247, volume = 7, doi = 10.7717/peerj.8247, URL = https://doi.org/10.7717/peerj.8247, }
@article{Radford2019, title = Language Models are Unsupervised Multitask Learners, authors = Alec Radford and Jeffrey Wu and Rewon Child and David Luan and Dario Amodei and Ilya Sutskever, year = 2019, URL = https://openai.com/blog/better-language-models/, }
@misc{Grathwohl2019, title = Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One, authors = Will Grathwohl and Kuan-Chieh Wang and Jörn-Henrik Jacobsen and David Duvenaud and Mohammad Norouzi and Kevin Swersky, year = 2019, }
@inproceedings{Mathieu2019, title = Disentangling Disentanglement in Variational Autoencoders, authors = Emile Mathieu and Tom Rainforth and N Siddharth and Yee Whye Teh, year = 2019, booktitle = Proceedings of the 36th International Conference on Machine Learning, month = 09--15 Jun, pages = 4402--4412, volume = 97, URL = http://proceedings.mlr.press/v97/mathieu19a.html, }
@article{Oh2019, title = {Planning with State Abstractions for Non-Markovian Task Specifications}, authors = Yoonseon Oh and Roma Patel and Thao Nguyen and Baichuan Huang and Ellie Pavlick and Stefanie Tellex, year = 2019, month = 05, URL = https://arxiv.org/abs/1905.12096, }
@inproceedings{Voita2019, title = The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives, authors = Elena Voita and Rico Sennrich and Ivan Titov, year = 2019, booktitle = EMNLP, URL = https://arxiv.org/abs/1909.01380v1, }
@article{Dieng2019, title = {Prescribed Generative Adversarial Networks}, authors = Adji B. Dieng and Francisco J. R. Ruiz and David M. Blei and Michalis K. Titsias, year = 2019, journal = arxiv:1910.04302, month = 10, URL = https://arxiv.org/abs/1910.04302, }
@inproceedings{Zhang2019, title = Generic Intent Representation in Web Search, authors = Hongfei Zhang and Xia Song and Chenyan Xiong and Corby Rosset and Paul N. Bennett and Nick Craswell and Saurabh Tiwary, year = 2019, booktitle = Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, URL = https://arxiv.org/abs/1907.10710, }
@inproceedings{Bau2019, title = GAN Dissection: Visualizing and Understanding Generative Adversarial Networks, authors = David Bau and Jun-Yan Zhu and Hendrik Strobelt and Bolei Zhou and Joshua B. Tenenbaum and William T. Freeman and Antonio Torralba, year = 2019, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@inproceedings{Devlin2019, title = {BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding}, authors = Jacob Devlin and Ming-Wei Chang and Kenton Lee and Kristina Toutanova, year = 2019, booktitle = Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), month = 10, URL = https://arxiv.org/abs/1810.04805, }
@inproceedings{Nguyen2019, title = {V2CNet: A Deep Learning Framework to Translate Videos to Commands for Robotic Manipulation}, authors = Anh Nguyen and Thanh-Toan Do and Ian Reid and Darwin G. Caldwell and Nikos G. Tsagarakis, year = 2019, booktitle = 15 pages. arXiv admin note: substantial text overlap with arXiv:1710.00290, month = 03, URL = https://arxiv.org/abs/1903.10869v1, }
@inproceedings{Field2019, title = Entity-Centric Contextual Affective Analysis, authors = Anjalie Field and Yulia Tsvetkov, year = 2019, booktitle = Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 2550--2560, doi = 10.18653/v1/P19-1243, URL = https://www.aclweb.org/anthology/P19-1243, }
@inproceedings{Sedoc2019, title = The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations, authors = Jo{\~a}o Sedoc and Lyle Ungar, year = 2019, booktitle = Proceedings of the First Workshop on Gender Bias in Natural Language Processing, month = aug, pages = 55--61, doi = 10.18653/v1/W19-3808, URL = https://www.aclweb.org/anthology/W19-3808, }
@article{Novotny2019, title = {C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion}, authors = David Novotny and Nikhila Ravi and Benjamin Graham and Natalia Neverova and Andrea Vedaldi, year = 2019, journal = arxiv:1909.02533, month = 09, URL = https://arxiv.org/abs/1909.02533, }
@article{Raghu2019, title = Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML, authors = Aniruddh Raghu and Maithra Raghu and Samy Bengio and Oriol Vinyals, year = 2019, URL = https://arxiv.org/abs/1909.09157, }
@inproceedings{Jain2019, title = {Attention is not Explanation}, authors = Sarthak Jain and Byron C. Wallace, year = 2019, booktitle = Accepted as NAACL 2019 Long Paper. Draft Version, month = 02, URL = https://arxiv.org/abs/1902.10186, }
@article{Cabi2019, title = Scaling data-driven robotics with reward sketching and batch reinforcement learning, authors = Serkan Cabi and Sergio Gómez Colmenarejo and Alexander Novikov and Ksenia Konyushkova and Scott Reed and Rae Jeong and Konrad Zolna and Yusuf Aytar and David Budden and Mel Vecerik and Oleg Sushkov and David Barker and Jonathan Scholz and Misha Denil and Nando de Freitas and Ziyu Wang, year = 2019, journal = arXiv:1909.12200, }
@inproceedings{Wang2019, title = VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research, authors = Xin Wang and Jiawei Wu and Junkun Chen and Lei Li and Yuan-Fang Wang and William Yang Wang, year = 2019, booktitle = The IEEE International Conference on Computer Vision (ICCV), }
@article{Zolna2019, title = {Task-Relevant Adversarial Imitation Learning}, authors = Konrad Zolna and Scott Reed and Alexander Novikov and Sergio Gomez Colmenarej and David Budden and Serkan Cabi and Misha Denil and Nando de Freitas and Ziyu Wang, year = 2019, journal = arXiv:1910.01077, month = 10, URL = https://arxiv.org/abs/1910.01077, }
@inproceedings{Coenen2019, title = {Visualizing and Measuring the Geometry of BERT}, authors = Andy Coenen and Emily Reif and Ann Yuan and Been Kim and Adam Pearce and Fernanda Vi{\'e}gas and Martin Wattenberg, year = 2019, booktitle = 8 pages, 5 figures, month = 06, URL = https://arxiv.org/abs/1906.02715, }
@phdthesis{Woensdregt2019, title = Co-evolution of language and mindreading: A computational exploration, authors = Marieke Woensdregt, year = 2019, URL = https://www.nytimes.com/interactive/2020/02/18/magazine/google-revolt.html, }
@inproceedings{Sun2019, title = {ERNIE: Enhanced Representation through Knowledge Integration}, authors = Yu Sun and Shuohuan Wang and Yukun Li and Shikun Feng and Xuyi Chen and Han Zhang and Xin Tian and Danxiang Zhu and Hao Tian and Hua Wu, year = 2019, booktitle = 8 pages, month = 04, URL = https://arxiv.org/abs/1904.09223, }
@inproceedings{Kong2019, title = {A Mutual Information Maximization Perspective of Language Representation Learning}, authors = Lingpeng Kong and Cyprien de Masson d'Autume and Wang Ling and Lei Yu and Zihang Dai and Dani Yogatama, year = 2019, booktitle = arxiv, month = 10, URL = https://arxiv.org/abs/1910.08350, }
@inproceedings{Liu2019, title = Large-Scale Long-Tailed Recognition in an Open World, authors = Ziwei Liu and Zhongqi Miao and Xiaohang Zhan and Jiayun Wang and Boqing Gong and Stella X. Yu, year = 2019, booktitle = CVPR, URL = https://arxiv.org/abs/1904.05160, }
@inproceedings{Qian2019, title = Domain Adaptive Dialog Generation via Meta Learning, authors = Kun Qian and Zhou Yu, year = 2019, booktitle = Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 2639--2649, URL = https://www.aclweb.org/anthology/P19-1253, }
@inproceedings{Morris2019, title = Pressure to communicate across knowledge asymmetries leads to pedagogically supportive language input, authors = Benjamin C Morris and Daniel Yurovsky, year = 2019, booktitle = CogSci, }
@article{Zador2019, title = A critique of pure learning and what artificial neural networks can learn from animal brains, authors = Anthony M. Zador, year = 2019, journal = Nature Communications, month = 08, pages = 3770, volume = 10, URL = #https://doi.org/10.1038/s41467-019-11786-6#, }
@article{Eskenazi2019, title = Beyond turing: Intelligent agents centered on the user, authors = Maxine Eskenazi and Shikib Mehri and Evgeniia Razumovskaia and Tiancheng Zhao, year = 2019, journal = arXiv preprint arXiv:1901.06613, URL = https://arxiv.org/abs/1901.06613, }
@inproceedings{Shi2019, title = Dense Procedure Captioning in Narrated Instructional Videos, authors = Botian Shi and Lei Ji and Yaobo Liang and Nan Duan and Peng Chen and Zhendong Niu and Ming" Zhou, year = 2019, booktitle = Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages = 6382--6391, doi = 10.18653/v1/P19-1641, URL = https://www.aclweb.org/anthology/P19-1641, }
@inproceedings{Tang2019, title = COIN: A Large-scale Dataset for Comprehensive Instructional Video Analysis, authors = Yansong Tang and Dajun Ding and Yongming Rao and Yu Zheng and Danyang Zhang and Lili Zhao and Jiwen Lu and Jie Zhou, year = 2019, booktitle = CVPR, URL = https://arxiv.org/abs/1903.02874, }
@article{Li2019, title = Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training, authors = Gen Li and Nan Duan and Yuejian Fang and Ming Gong and Daxin Jiang and Ming Zhou, year = 2019, URL = https://arxiv.org/abs/1908.06066, }
@inproceedings{Chen2019, title = {DMRM: A Dual-channel Multi-hop Reasoning Model for Visual Dialog}, authors = Feilong Chen and Fandong Meng and Jiaming Xu and Peng Li and Bo Xu and Jie Zhou, year = 2019, booktitle = AAAI, month = 12, URL = https://arxiv.org/abs/1912.08360, }
@inproceedings{Carreira2019, title = {A Short Note on the Kinetics-700 Human Action Dataset}, authors = Joao Carreira and Eric Noland and Chloe Hillier and Andrew Zisserman, year = 2019, booktitle = arXiv admin note: substantial text overlap with arXiv:1808.01340, month = 07, URL = https://arxiv.org/abs/1907.06987, }
@inproceedings{Kaplan2020, title = {Scaling Laws for Neural Language Models}, authors = Jared Kaplan and Sam McCandlish and Tom Henighan and Tom B. Brown and Benjamin Chess and Rewon Child and Scott Gray and Alec Radford and Jeffrey Wu and Dario Amodei, year = 2020, booktitle = arxiv, month = 01, URL = https://arxiv.org/abs/2001.08361, }
@inproceedings{Tan2020, title = {Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision}, authors = Hao Tan and Mohit Bansal, year = 2020, booktitle = EMNLP 2020 (15 pages), month = 10, URL = https://arxiv.org/abs/2010.06775, }
@inproceedings{Kuo2020, title = {Deep compositional robotic planners that follow natural language commands}, authors = Yen-Ling Kuo and Boris Katz and Andrei Barbu, year = 2020, booktitle = ICRA, month = 02, URL = https://arxiv.org/abs/2002.05201, }
@article{Jiang2020, title = {In Defense of Grid Features for Visual Question Answering}, authors = Huaizu Jiang and Ishan Misra and Marcus Rohrbach and Erik Learned-Miller and Xinlei Chen, year = 2020, journal = arXiv:2001.03615, month = 01, URL = https://arxiv.org/abs/2001.03615, }
@inproceedings{Bisk2020, title = PIQA: Reasoning about Physical Commonsense in Natural Language, authors = Yonatan Bisk and Rowan Zellers and Ronan Le Bras and Jianfeng Gao and Yejin Choi, year = 2020, booktitle = Thirty-Fourth AAAI Conference on Artificial Intelligence, URL = https://arxiv.org/abs/1902.05546, }
@article{Beltagy2020, title = {Longformer: The Long-Document Transformer}, authors = Iz Beltagy and Matthew E. Peters and Arman Cohan, year = 2020, journal = arXiv:2004.05150, month = 04, URL = https://arxiv.org/abs/2004.05150, }
@inproceedings{Gidaris2020, title = Learning Representations by Predicting Bags of Visual Words, authors = Spyros Gidaris and Andrei Bursuc and Nikos Komodakis and Patrick Pérez and Matthieu Cord, year = 2020, booktitle = CVPR, URL = https://arxiv.org/abs/2002.12247, }
@inproceedings{Pimentel2020, title = Information-Theoretic Probing for Linguistic Structure, authors = Tiago Pimentel and Josef Valvoda and Rowan Hall Maudslay and Ran Zmigrod and Adina Williams and Ryan Cotterell, year = 2020, booktitle = ACL, URL = https://arxiv.org/abs/2004.03061, }
@article{Kostrikov2020, title = {Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels}, authors = Ilya Kostrikov and Denis Yarats and Rob Fergus, year = 2020, journal = arXiv:2004.13649, month = 04, URL = https://arxiv.org/abs/2004.13649, }
@inproceedings{Liu2020, title = {Explore then Execute: Adapting without Rewards via Factorized Meta-Reinforcement Learning}, authors = Evan Zheran Liu and Aditi Raghunathan and Percy Liang and Chelsea Finn, year = 2020, booktitle = Project web page at https://ezliu.github.io/dream, month = 08, URL = https://arxiv.org/abs/2008.02790, }
@inproceedings{Kase2020, title = Transferable Task Execution from Pixels through Deep Planning Domain Learning, authors = Kei Kase and Chris Paxton and Hammad Mazhar and Tetsuya Ogata and Dieter Fox, year = 2020, booktitle = ICRA, URL = https://arxiv.org/abs/2003.03726, }
@inproceedings{Shridhar2020, title = {ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks}, authors = Mohit Shridhar and Jesse Thomason and Daniel Gordon and Yonatan Bisk and Winson Han and Roozbeh Mottaghi and Luke Zettlemoyer and Dieter Fox, year = 2020, booktitle = The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), URL = https://arxiv.org/abs/1912.01734, }
@inproceedings{Subramanian2020, title = {Obtaining Faithful Interpretations from Compositional Neural Networks}, authors = Sanjay Subramanian and Ben Bogin and Nitish Gupta and Tomer Wolfson and Sameer Singh and Jonathan Berant and Matt Gardner, year = 2020, booktitle = ACL, month = 05, URL = https://arxiv.org/abs/2005.00724, }
@inproceedings{Mu2020, title = Shaping Visual Representations with Language for Few-Shot Classification, authors = Jesse Mu and Percy Liang and Noah Goodman, year = 2020, booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 4823--4830, URL = https://www.aclweb.org/anthology/2020.acl-main.436, }
@inproceedings{Bailly2020, title = Emergence of Syntax Needs Minimal Supervision, authors = Rapha{\"e}l Bailly and Kata G{\'a}bor, year = 2020, booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 477--487, URL = https://www.aclweb.org/anthology/2020.acl-main.46, }
@article{Ilharco2020, title = {Probing Text Models for Common Ground with Visual Representations}, authors = Gabriel Ilharco and Rowan Zellers and Ali Farhadi and Hannaneh Hajishirzi, year = 2020, journal = arXiv:2005.00619, month = 05, URL = https://arxiv.org/abs/2005.00619, }
@inproceedings{Huang2020, title = Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting, authors = Po-Yao Huang and Junjie Hu and Xiaojun Chang and Alexander Hauptmann, year = 2020, booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 8226--8237, URL = https://www.aclweb.org/anthology/2020.acl-main.731, }
@inproceedings{Sharma2020, title = Dynamics-Aware Unsupervised Skill Discovery, authors = Archit Sharma and Shixiang Gu and Sergey Levine and Vikash Kumar and Karol Hausman, year = 2020, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@article{Chen2020, title = {A Simple Framework for Contrastive Learning of Visual Representations}, authors = Ting Chen and Simon Kornblith and Mohammad Norouzi and Geoffrey Hinton, year = 2020, journal = arxiv:2002.05709, month = 02, URL = https://arxiv.org/abs/2002.05709, }
@article{Ramsauer2020, title = {Hopfield Networks is All You Need}, authors = Hubert Ramsauer and Bernhard Schäfl and Johannes Lehner and Philipp Seidl and Michael Widrich and Lukas Gruber and Markus Holzleitner and Milena Pavlović and Geir Kjetil Sandve and Victor Greiff and David Kreil and Michael Kopp and Günter Klambauer and Johannes Brandstetter and Sepp Hochreiter, year = 2020, journal = ArXiv, month = 07, URL = https://arxiv.org/abs/2008.02217, }
@inproceedings{Wilson2020, title = {Bayesian Deep Learning and a Probabilistic Perspective of Generalization}, authors = Andrew Gordon Wilson and Pavel Izmailov, year = 2020, booktitle = arxiv, month = 02, URL = https://arxiv.org/abs/2002.08791, }
@inproceedings{Wilson2020, title = {Bayesian Deep Learning and a Probabilistic Perspective of Generalization}, authors = Andrew Gordon Wilson and Pavel Izmailov, year = 2020, booktitle = arxiv, month = 02, URL = https://arxiv.org/abs/2002.08791, }
@inproceedings{Cordonnier2020, title = On the Relationship between Self-Attention and Convolutional Layers, authors = Jean-Baptiste Cordonnier and Andreas Loukas and Martin Jaggi, year = 2020, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@article{Selvaraju2020, title = {SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions}, authors = Ramprasaath R. Selvaraju and Purva Tendulkar and Devi Parikh and Eric Horvitz and Marco Ribeiro and Besmira Nushi and Ece Kamar, year = 2020, journal = arXiv:2001.06927, month = 01, URL = https://arxiv.org/abs/2001.06927, }
@inproceedings{Kingston2020, title = Informing Multi-Modal Planning with Synergistic Discrete Leads, authors = Zachary Kingston and Andrew M. Wells and Mark Moll and Lydia E. Kavraki, year = 2020, booktitle = IEEE Intl. Conf. on Robotics and Automation, }
@article{Perez2020, title = {Unsupervised Question Decomposition for Question Answering}, authors = Ethan Perez and Patrick Lewis and Wen-tau Yih and Kyunghyun Cho and Douwe Kiela, year = 2020, journal = arxiv:2002.09758, month = 02, URL = https://arxiv.org/abs/2002.09758, }
@inproceedings{Adiwardana2020, title = {Towards a Human-like Open-Domain Chatbot}, authors = Daniel Adiwardana and Minh-Thang Luong and David R. So and Jamie Hall and Noah Fiedel and Romal Thoppilan and Zi Yang and Apoorv Kulshreshtha and Gaurav Nemade and Yifeng Lu and Quoc V. Le, year = 2020, booktitle = arxiv, month = 01, URL = https://arxiv.org/abs/2001.09977, }
@article{Hessel2020, title = {Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think!}, authors = Jack Hessel and Lillian Lee, year = 2020, journal = arXiv:2010.06572, month = 10, URL = https://arxiv.org/abs/2010.06572, }
@inproceedings{Suglia2020, title = {C}omp{G}uess{W}hat?!: A Multi-task Evaluation Framework for Grounded Language Learning, authors = Alessandro Suglia and Ioannis Konstas and Andrea Vanzo and Emanuele Bastianelli and Desmond Elliott and Stella Frank and Oliver Lemon, year = 2020, booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 7625--7641, URL = https://www.aclweb.org/anthology/2020.acl-main.682, }
@inproceedings{Sun2020, title = Program Guided Agent, authors = Shao-Hua Sun and Te-Lin Wu and Joseph J. Lim, year = 2020, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@inproceedings{Sun2020, title = Program Guided Agent, authors = Shao-Hua Sun and Te-Lin Wu and Joseph J. Lim, year = 2020, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@inproceedings{Kaushik2020, title = Learning The Difference That Makes A Difference With Counterfactually-Augmented Data, authors = Divyansh Kaushik and Eduard Hovy and Zachary Lipton, year = 2020, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@inproceedings{Clark2020, title = ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators, authors = Kevin Clark and Minh-Thang Luong and Quoc V. Le and Christopher D. Manning, year = 2020, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@article{Tellex2020, title = Robots That Use Language, authors = Stefanie Tellex and Nakul Gopalan and Hadas Kress-Gazit and Cynthia Matuszek, year = 2020, journal = Annual Review of Control, Robotics, and Autonomous Systems, number = 1, pages = null, volume = 3, doi = 10.1146/annurev-control-101119-071628, URL = https://doi.org/10.1146/annurev-control-101119-071628, }
@article{Hofstra2020, title = The Diversity{\textendash}Innovation Paradox in Science, authors = Bas Hofstra and Vivek V. Kulkarni and Sebastian Munoz-Najar Galvez and Bryan He and Dan Jurafsky and Daniel A. McFarland, year = 2020, journal = Proceedings of the National Academy of Sciences, doi = 10.1073/pnas.1915378117, URL = https://www.pnas.org/content/early/2020/04/10/1915378117, }
@inproceedings{Jin2020, title = Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions, authors = Tian Jin and Zhun Liu and Shengjia Yan and Alexandre Eichenberger and Louis-Philippe Morency, year = 2020, booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 6994--7007, URL = https://www.aclweb.org/anthology/2020.acl-main.625, }
@inproceedings{Fried2020, title = Learning to Segment Actions from Observation and Narration, authors = Daniel Fried and Jean-Baptiste Alayrac and Phil Blunsom and Chris Dyer and Stephen Clark and Aida Nematzadeh, year = 2020, booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 2569--2588, URL = https://www.aclweb.org/anthology/2020.acl-main.231, }
@inproceedings{Anderson2020, title = Can Neural Network Language Models Learn Spatial Perspective From Text Alone?, authors = Carolyn Jane Anderson and Tessa Patapoutian, year = 2020, booktitle = “Bridging AI and Cognitive Science” (ICLR 2020), }
@inproceedings{Sekar2020, title = {Planning to Explore via Self-Supervised World Models}, authors = Ramanan Sekar and Oleh Rybkin and Kostas Daniilidis and Pieter Abbeel and Danijar Hafner and Deepak Pathak, year = 2020, booktitle = Videos and code at https://ramanans1.github.io/plan2explore/, month = 05, URL = https://arxiv.org/abs/2005.05960, }
@inproceedings{Lowe2020, title = On the interaction between supervision and self-play in emergent communication, authors = Ryan Lowe and Abhinav Gupta and Jakob Foerster and Douwe Kiela and Joelle Pineau, year = 2020, booktitle = ICLR, URL = https://arxiv.org/abs/2002.01093, }
@inproceedings{Girdhar2020, title = CATER: A diagnostic dataset for Compositional Actions & TEmporal Reasoning, authors = Rohit Girdhar and Deva Ramanan, year = 2020, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@inproceedings{Akula2020, title = Words Aren{'}t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions, authors = Arjun Akula and Spandana Gella and Yaser Al-Onaizan and Song-Chun Zhu and Siva Reddy, year = 2020, booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 6555--6565, URL = https://www.aclweb.org/anthology/2020.acl-main.586, }
@inproceedings{Rogers2020, title = Getting Closer to AI Complete Question Answering: A Set of Prerequisite Real Tasks, authors = Anna Rogers and Olga Kovaleva and Matthew Downey and Anna Rumshisky, year = 2020, booktitle = AAAI, }
@inproceedings{Hill2020, title = Environmental drivers of systematicity and generalization in a situated agent, authors = Felix Hill and Andrew Lampinen and Rosalia Schneider and Stephen Clark and Matthew Botvinick and James L. McClelland and Adam Santoro, year = 2020, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@inproceedings{Bouraoui2020, title = {Inducing Relational Knowledge from BERT}, authors = Zied Bouraoui and Jose Camacho-Collados and Steven Schockaert, year = 2020, booktitle = AAAI, URL = https://arxiv.org/abs/1911.12753, }
@inproceedings{Chen2020, title = SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems, authors = Beidi Chen and Tharun Medini and James Farwell and Sameh Gobriel and Charlie Tai and Anshumali Shrivastava, year = 2020, booktitle = MLSys, URL = https://arxiv.org/abs/1903.03129, }
@article{Wang2020, title = Transformer on a Diet, authors = Chenguang Wang and Zihao Ye and Aston Zhang and Zheng Zhang and Alexander J. Smola, year = 2020, journal = arXiv:2002.06170, URL = https://arxiv.org/abs/2002.06170, }
@inproceedings{Yi2020, title = CLEVRER: Collision Events for Video Representation and Reasoning, authors = Kexin Yi and Chuang Gan and Yunzhu Li and Pushmeet Kohli and Jiajun Wu and Antonio Torralba and Joshua B. Tenenbaum, year = 2020, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@article{Kiela2020, title = {The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes}, authors = Douwe Kiela and Hamed Firooz and Aravind Mohan and Vedanuj Goswami and Amanpreet Singh and Pratik Ringshia and Davide Testuggine, year = 2020, journal = arXiv:2005.04790, month = 05, URL = https://arxiv.org/abs/2005.04790, }
@inproceedings{Lazaridou2020, title = Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning, authors = Angeliki Lazaridou and Anna Potapenko and Olivier Tieleman, year = 2020, booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 7663--7674, URL = https://www.aclweb.org/anthology/2020.acl-main.685, }
@article{Voita2020, title = Information-Theoretic Probing with Minimum Description Length, authors = Elena Voita and Ivan Titov, year = 2020, journal = arxiv:2003.12298, URL = https://arxiv.org/abs/2003.12298, }
@article{Zhang2020, title = More than words: The online orchestration of word predictability, prosody, gesture, and mouth movements during natural language comprehension, authors = Ye Zhang and Diego Frassinelli and Jyrki Tuomainen and Jeremy I Skipper and Gabriella Vigliocco, year = 2020, journal = bioRxiv, doi = 10.1101/2020.01.08.896712, URL = https://www.biorxiv.org/content/early/2020/01/09/2020.01.08.896712, }
@inproceedings{Roller2020, title = Recipes for building an open-domain chatbot, authors = Stephen Roller and Emily Dinan and Naman Goyal and Da Ju and Mary Williamson and Yinhan Liu and Jing Xu and Myle Ott and Kurt Shuster and Eric M. Smith and Y-Lan Boureau and Jason Weston, year = 2020, booktitle = arXiv preprint arXiv:2004.13637, }
@article{Maddox2020, title = {Rethinking Parameter Counting in Deep Models: Effective Dimensionality Revisited}, authors = Wesley J. Maddox and Gregory Benton and Andrew Gordon Wilson, year = 2020, journal = arXiv:2003.02139, month = 03, URL = https://arxiv.org/abs/2003.02139, }
@inproceedings{Yu2020, title = Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer, authors = Jianfei Yu and Jing Jiang and Li Yang and Rui Xia, year = 2020, booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 3342--3352, URL = https://www.aclweb.org/anthology/2020.acl-main.306, }
@inproceedings{Asai2020, title = Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering, authors = Akari Asai and Kazuma Hashimoto and Hannaneh Hajishirzi and Richard Socher and Caiming Xiong, year = 2020, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@inproceedings{Zhu2020, title = ActBERT: Learning Global-Local Video-Text Representations, authors = Linchao Zhu and Yi Yang, year = 2020, booktitle = CVPR, }
@inproceedings{Sch{\"u}z2020, title = {K}nowledge Supports Visual Language Grounding: {A} Case Study on Colour Terms, authors = Simeon Sch{\"u}z and Sina Zarrie{\ss}, year = 2020, booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, month = jul, pages = 6536--6542, URL = https://www.aclweb.org/anthology/2020.acl-main.584, }
@inproceedings{Zhang2020, title = Neural Machine Translation with Universal Visual Representation, authors = Zhuosheng Zhang and Kehai Chen and Rui Wang and Masao Utiyama and Eiichiro Sumita and Zuchao Li and Hai Zhao, year = 2020, booktitle = International Conference on Learning Representations, URL = https://openreview.net/forum?id, }
@article{Gardner2020, title = {Evaluating NLP Models via Contrast Sets}, authors = Matt Gardner and Yoav Artzi and Victoria Basmova and Jonathan Berant and Ben Bogin and Sihao Chen and Pradeep Dasigi and Dheeru Dua and Yanai Elazar and Ananth Gottumukkala and Nitish Gupta and Hanna Hajishirzi and Gabriel Ilharco and Daniel Khashabi and Kevin Lin and Jiangming Liu and Nelson F. Liu and Phoebe Mulcaire and Qiang Ning and Sameer Singh and Noah A. Smith and Sanjay Subramanian and Reut Tsarfaty and Eric Wallace and Ally Zhang and Ben Zhou, year = 2020, journal = arXiv:2004.02709, month = 04, URL = https://arxiv.org/abs/2004.02709, }
@article{Chen2020, title = {AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search}, authors = Daoyuan Chen and Yaliang Li and Minghui Qiu and Zhen Wang and Bofang Li and Bolin Ding and Hongbo Deng and Jun Huang and Wei Lin and Jingren Zhou, year = 2020, journal = arXiv:2001.04246, month = 01, URL = https://arxiv.org/abs/2001.04246, }
@article{Luo2020, title = UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation, authors = Huaishao Luo and Lei Ji and Botian Shi and Haoyang Huang and Nan Duan and Tianrui Li and Xilin Chen and Ming Zhou, year = 2020, journal = arXiv:2002.06353, URL = https://arxiv.org/abs/2002.06353, }
@article{Zhu2020, title = Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense, authors = Yixin Zhu and Tao Gao and Lifeng Fan and Siyuan Huang and Mark Edmonds and Hangxin Liu and Feng Gao and Chi Zhang and Siyuan Qi and Ying Nian Wu and Joshua B. Tenenbaum and Song-Chun Zhu, year = 2020, journal = Engineering, doi = https://doi.org/10.1016/j.eng.2020.01.011, URL = http://www.sciencedirect.com/science/article/pii/S2095809920300345, }
@inproceedings{Sigurdsson2020, title = {Visual Grounding in Video for Unsupervised Word Translation}, authors = Gunnar A. Sigurdsson and Jean-Baptiste Alayrac and Aida Nematzadeh and Lucas Smaira and Mateusz Malinowski and João Carreira and Phil Blunsom and Andrew Zisserman, year = 2020, booktitle = CVPR 2020, month = 03, URL = https://arxiv.org/abs/2003.05078, }
@inproceedings{{Miech}2020, title = End-to-End Learning of Visual Representations From Uncurated Instructional Videos, authors = A. {Miech} and J. -B. {Alayrac} and L. {Smaira} and I. {Laptev} and J. {Sivic} and A. {Zisserman}, year = 2020, booktitle = 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), month = June, pages = 9876-9886, doi = 10.1109/CVPR42600.2020.00990, URL = https://arxiv.org/abs/1912.06430, }
@inproceedings{Shuster2020, title = The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents, authors = Kurt Shuster and Da Ju and Stephen Roller and Emily Dinan and Y-Lan Boureau and Jason Weston, year = 2020, booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages = 2453--2470, doi = 10.18653/v1/2020.acl-main.222, URL = https://www.aclweb.org/anthology/2020.acl-main.222, }
@inproceedings{Lohmann2020, title = Learning About Objects by Learning to Interact with Them, authors = Martin Lohmann and Jordi Salvador and Aniruddha Kembhavi and Roozbeh Mottaghi, year = 2020, booktitle = NeurIPS 2020, month = 06, URL = https://arxiv.org/abs/2006.09306, }